{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,24]],"date-time":"2026-09-24T14:03:08Z","timestamp":1790258588362,"version":"4.1.0"},"reference-count":425,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,8,24]],"date-time":"2026-08-24T00:00:00Z","timestamp":1787529600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000027","name":"National Institute on Alcohol Abuse and Alcoholism","doi-asserted-by":"publisher","award":["R01AA023653"],"award-info":[{"award-number":["R01AA023653"]}],"id":[{"id":"10.13039\/100000027","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000183","name":"US Army Research Office","doi-asserted-by":"publisher","award":["W911NF-18-1-0244"],"award-info":[{"award-number":["W911NF-18-1-0244"]}],"id":[{"id":"10.13039\/100000183","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000183","name":"US Army Research Office","doi-asserted-by":"publisher","award":["W911NF-19-1-0411"],"award-info":[{"award-number":["W911NF-19-1-0411"]}],"id":[{"id":"10.13039\/100000183","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100017427","name":"George E Hewitt Foundation for Medical Research","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100017427","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Neuroscience &amp; Biobehavioral Reviews"],"published-print":{"date-parts":[[2026,11]]},"DOI":"10.1016\/j.neubiorev.2026.106909","type":"journal-article","created":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T15:02:02Z","timestamp":1786978922000},"page":"106909","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Neural dynamics of cognitive control: Current tensions and future promise"],"prefix":"10.1016","volume":"190","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9240-1327","authenticated-orcid":false,"given":"Dale","family":"Zhou","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Danielle","family":"Cosme","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yoona","family":"Kang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ovidia","family":"Stanoi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David M.","family":"Lydon-Staley","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter J.","family":"Mucha","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Emily B.","family":"Falk","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kevin N.","family":"Ochsner","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6183-4493","authenticated-orcid":false,"given":"Dani S.","family":"Bassett","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"12","key":"10.1016\/j.neubiorev.2026.106909_b1","doi-asserted-by":"crossref","first-page":"1369","DOI":"10.1038\/s42256-023-00748-9","article-title":"Spatially embedded recurrent neural networks reveal widespread links between structural and functional neuroscience findings","volume":"5","author":"Achterberg","year":"2023","journal-title":"Nat. Mach. Intell."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b2","doi-asserted-by":"crossref","first-page":"564","DOI":"10.1037\/rev0000309","article-title":"The temporal dynamics of opportunity costs: A normative account of cognitive fatigue and boredom","volume":"129","author":"Agrawal","year":"2022","journal-title":"Psychol Rev"},{"issue":"10","key":"10.1016\/j.neubiorev.2026.106909_b3","doi-asserted-by":"crossref","first-page":"1338","DOI":"10.1038\/nn.2921","article-title":"Medial prefrontal cortex as an action-outcome predictor","volume":"14","author":"Alexander","year":"2011","journal-title":"Nature Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b4","doi-asserted-by":"crossref","unstructured":"Ambekar, A., Ward, C., Mohammed, J., Male, S., Skiena, S., 2009. Name-ethnicity classification from open sources. In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. pp. 49\u201358.","DOI":"10.1145\/1557019.1557032"},{"issue":"12","key":"10.1016\/j.neubiorev.2026.106909_b5","doi-asserted-by":"crossref","first-page":"905","DOI":"10.1016\/j.tics.2016.10.002","article-title":"Cognitive control as a double-edged sword","volume":"20","author":"Amer","year":"2016","journal-title":"Trends Cogn. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b6","series-title":"APA thesaurus of psychological index terms","author":"American Psychological Association","year":"2023"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b7","doi-asserted-by":"crossref","first-page":"356","DOI":"10.1016\/j.jaac.2012.01.008","article-title":"Neurobiological circuits regulating attention, cognitive control, motivation, and emotion: disruptions in neurodevelopmental psychiatric disorders","volume":"51","author":"Arnsten","year":"2012","journal-title":"J. Am. Acad. Child & Adolesc. Psychiatry"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b8","doi-asserted-by":"crossref","first-page":"214","DOI":"10.1177\/1073858407299288","article-title":"The neural basis of inhibition in cognitive control","volume":"13","author":"Aron","year":"2007","journal-title":"The Neuroscientist"},{"issue":"45","key":"10.1016\/j.neubiorev.2026.106909_b9","doi-asserted-by":"crossref","first-page":"11489","DOI":"10.1523\/JNEUROSCI.2348-16.2016","article-title":"Frontosubthalamic circuits for control of action and cognition","volume":"36","author":"Aron","year":"2016","journal-title":"J. Neurosci."},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b10","doi-asserted-by":"crossref","first-page":"2424","DOI":"10.1523\/JNEUROSCI.4682-05.2006","article-title":"Cortical and subcortical contributions to stop signal response inhibition: role of the subthalamic nucleus","volume":"26","author":"Aron","year":"2006","journal-title":"J. Neurosci."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b11","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1016\/j.tics.2013.12.003","article-title":"Inhibition and the right inferior frontal cortex: one decade on","volume":"18","author":"Aron","year":"2014","journal-title":"Trends Cogn. Sci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b12","doi-asserted-by":"crossref","first-page":"451","DOI":"10.1152\/jn.2000.84.1.451","article-title":"Task-specific neural activity in the primate prefrontal cortex","volume":"84","author":"Asaad","year":"2000","journal-title":"J. Neurophysiol."},{"key":"10.1016\/j.neubiorev.2026.106909_b13","series-title":"Design for a Brain: The Origin of Adaptive Behaviour","author":"Ashby","year":"1952"},{"key":"10.1016\/j.neubiorev.2026.106909_b14","series-title":"An introduction to cybernetics","author":"Ashby","year":"1956"},{"issue":"6p1","key":"10.1016\/j.neubiorev.2026.106909_b15","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1037\/h0043445","article-title":"Motivational determinants of risk-taking behavior","volume":"64","author":"Atkinson","year":"1957","journal-title":"Psychol Rev"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b16","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1038\/nrn.2017.149","article-title":"Communication dynamics in complex brain networks","volume":"19","author":"Avena-Koenigsberger","year":"2018","journal-title":"Nature Rev. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b17","doi-asserted-by":"crossref","first-page":"246","DOI":"10.1093\/acprof:oso\/9780195134971.003.0016","article-title":"Fractionating the central executive","author":"Baddeley","year":"2002","journal-title":"Princ. Front. Lobe Funct."},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b18","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1016\/j.tics.2008.02.004","article-title":"Cognitive control, hierarchy, and the rostro\u2013caudal organization of the frontal lobes","volume":"12","author":"Badre","year":"2008","journal-title":"Trends Cogn. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b19","series-title":"Intrusive Thinking across Neuropsychiatric Disorders: From Molecules to Free Will","first-page":"203","article-title":"Brain networks for cognitive control: four unresolved questions","author":"Badre","year":"2020"},{"key":"10.1016\/j.neubiorev.2026.106909_b20","series-title":"On Task: How Our Brain Gets Things Done","author":"Badre","year":"2022"},{"key":"10.1016\/j.neubiorev.2026.106909_b21","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1016\/j.cobeha.2020.07.002","article-title":"The dimensionality of neural representations for control","volume":"38","author":"Badre","year":"2021","journal-title":"Curr. Opin. Behav. Sci."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b22","doi-asserted-by":"crossref","first-page":"515","DOI":"10.1038\/nn.2277","article-title":"Hierarchical cognitive control deficits following damage to the human frontal lobe","volume":"12","author":"Badre","year":"2009","journal-title":"Nature Neurosci."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b23","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1016\/j.tics.2017.11.005","article-title":"Frontal cortex and the hierarchical control of behavior","volume":"22","author":"Badre","year":"2018","journal-title":"Trends Cogn. Sci."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b24","doi-asserted-by":"crossref","first-page":"907","DOI":"10.1016\/j.neuron.2005.07.023","article-title":"Dissociable controlled retrieval and generalized selection mechanisms in ventrolateral prefrontal cortex","volume":"47","author":"Badre","year":"2005","journal-title":"Neuron"},{"issue":"13","key":"10.1016\/j.neubiorev.2026.106909_b25","doi-asserted-by":"crossref","first-page":"2883","DOI":"10.1016\/j.neuropsychologia.2007.06.015","article-title":"Left ventrolateral prefrontal cortex and the cognitive control of memory","volume":"45","author":"Badre","year":"2007","journal-title":"Neuropsychologia"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b26","doi-asserted-by":"crossref","first-page":"857","DOI":"10.1007\/s00221-020-06022-3","article-title":"Linking perception of bodily states and cognitive control: the role of interoception in impulsive behaviour","volume":"239","author":"Baiano","year":"2021","journal-title":"Exp. Brain Res."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b27","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1037\/0033-295X.84.2.191","article-title":"Self-efficacy: toward a unifying theory of behavioral change","volume":"84","author":"Bandura","year":"1977","journal-title":"Psychol Rev"},{"key":"10.1016\/j.neubiorev.2026.106909_b28","series-title":"Computational Psychiatry","first-page":"145","article-title":"Systems level modeling of cognitive control in psychiatric disorders: A focus on schizophrenia","author":"Barch","year":"2018"},{"issue":"7","key":"10.1016\/j.neubiorev.2026.106909_b29","doi-asserted-by":"crossref","first-page":"419","DOI":"10.1038\/nrn3950","article-title":"Interoceptive predictions in the brain","volume":"16","author":"Barrett","year":"2015","journal-title":"Nature Rev. Neurosci."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b30","doi-asserted-by":"crossref","first-page":"512","DOI":"10.1177\/1073858406293182","article-title":"Small-world brain networks","volume":"12","author":"Bassett","year":"2006","journal-title":"The Neuroscientist"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b31","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pcbi.1000748","article-title":"Efficient physical embedding of topologically complex information processing networks in brains and computer circuits","volume":"6","author":"Bassett","year":"2010","journal-title":"PLoS Comput. Biol."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b32","doi-asserted-by":"crossref","first-page":"1404","DOI":"10.1109\/TCNS.2020.2978118","article-title":"Network design for controllability metrics","volume":"7","author":"Becker","year":"2020","journal-title":"IEEE Trans. Control. Netw. Syst."},{"issue":"6415","key":"10.1016\/j.neubiorev.2026.106909_b33","doi-asserted-by":"crossref","first-page":"eaat6766","DOI":"10.1126\/science.aat6766","article-title":"Navigating cognition: Spatial codes for human thinking","volume":"362","author":"Bellmund","year":"2018","journal-title":"Science"},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b34","doi-asserted-by":"crossref","first-page":"422","DOI":"10.1177\/0963721417704394","article-title":"Self-control as value-based choice","volume":"26","author":"Berkman","year":"2017","journal-title":"Curr. Dir. Psychol. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b35","article-title":"Believe in your self-control: Lay theories of self-control and their downstream effects","volume":"60","author":"Berm\u00fadez","year":"2024","journal-title":"Curr. Opin. Psychol."},{"key":"10.1016\/j.neubiorev.2026.106909_b36","series-title":"Racial and ethnic imbalance in neuroscience reference lists and intersections with gender","author":"Bertolero","year":"2020"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b37","doi-asserted-by":"crossref","first-page":"30770","DOI":"10.1038\/srep30770","article-title":"Optimally controlling the human connectome: the role of network topology","volume":"6","author":"Betzel","year":"2016","journal-title":"Sci. Rep."},{"issue":"35","key":"10.1016\/j.neubiorev.2026.106909_b38","doi-asserted-by":"crossref","first-page":"6770","DOI":"10.1523\/JNEUROSCI.0531-20.2020","article-title":"Structural controllability predicts functional patterns and brain stimulation benefits associated with working memory","volume":"40","author":"Beynel","year":"2020","journal-title":"J. Neurosci."},{"issue":"17","key":"10.1016\/j.neubiorev.2026.106909_b39","doi-asserted-by":"crossref","DOI":"10.1073\/pnas.2406489122","article-title":"Computational analysis of 100 K choice dilemmas: Decision attributes, trade-off structures, and model-based prediction","volume":"122","author":"Bhatia","year":"2025","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b40","doi-asserted-by":"crossref","first-page":"647","DOI":"10.1111\/j.1467-8624.2007.01019.x","article-title":"Relating effortful control, executive function, and false belief understanding to emerging math and literacy ability in kindergarten","volume":"78","author":"Blair","year":"2007","journal-title":"Child Dev."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b41","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1146\/annurev-psych-010814-015044","article-title":"Motivation and cognitive control: from behavior to neural mechanism","volume":"66","author":"Botvinick","year":"2015","journal-title":"Annu. Rev. Psychol."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b42","doi-asserted-by":"crossref","first-page":"624","DOI":"10.1037\/0033-295X.108.3.624","article-title":"Conflict monitoring and cognitive control","volume":"108","author":"Botvinick","year":"2001","journal-title":"Psychol Rev"},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b43","doi-asserted-by":"crossref","first-page":"1249","DOI":"10.1111\/cogs.12126","article-title":"The computational and neural basis of cognitive control: Charted territory and new frontiers","volume":"38","author":"Botvinick","year":"2014","journal-title":"Cogn. Sci."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b44","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1037\/0033-295X.111.2.395","article-title":"Doing without schema hierarchies: a recurrent connectionist approach to normal and impaired routine sequential action","volume":"111","author":"Botvinick","year":"2004","journal-title":"Psychol Rev"},{"issue":"11","key":"10.1016\/j.neubiorev.2026.106909_b45","doi-asserted-by":"crossref","first-page":"700","DOI":"10.1016\/j.tics.2015.08.013","article-title":"Deciding how to decide: Self-control and meta-decision making","volume":"19","author":"Boureau","year":"2015","journal-title":"Trends Cogn. Sci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b46","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1146\/annurev-psych-020821-110710","article-title":"Persistence and disengagement in personal goal pursuit","volume":"73","author":"Brandst\u00e4tter","year":"2022","journal-title":"Annu. Rev. Psychol."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b47","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s41467-021-23694-9","article-title":"Brain network dynamics during working memory are modulated by dopamine and diminished in schizophrenia","volume":"12","author":"Braun","year":"2021","journal-title":"Nat. Commun."},{"issue":"10","key":"10.1016\/j.neubiorev.2026.106909_b48","doi-asserted-by":"crossref","first-page":"1545","DOI":"10.1093\/scan\/nsx096","article-title":"Explicit and implicit emotion regulation: a multi-level framework","volume":"12","author":"Braunstein","year":"2017","journal-title":"Soc. Cogn. Affect. Neurosci."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b49","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1016\/j.tics.2011.12.010","article-title":"The variable nature of cognitive control: a dual mechanisms framework","volume":"16","author":"Braver","year":"2012","journal-title":"Trends Cogn. Sci."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b50","doi-asserted-by":"crossref","first-page":"443","DOI":"10.3758\/s13415-014-0300-0","article-title":"Mechanisms of motivation\u2013cognition interaction: challenges and opportunities","volume":"14","author":"Braver","year":"2014","journal-title":"Cogn. Affect. & Behav. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b51","series-title":"Learning interpretable hierarchical dynamical systems models from time series data","author":"Brenner","year":"2024"},{"issue":"13","key":"10.1016\/j.neubiorev.2026.106909_b52","doi-asserted-by":"crossref","first-page":"2129","DOI":"10.1016\/j.cub.2018.05.016","article-title":"Multiple scales of representation along the hippocampal anteroposterior axis in humans","volume":"28","author":"Brunec","year":"2018","journal-title":"Curr. Biol."},{"key":"10.1016\/j.neubiorev.2026.106909_b53","series-title":"Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control","author":"Brunton","year":"2022"},{"issue":"15","key":"10.1016\/j.neubiorev.2026.106909_b54","doi-asserted-by":"crossref","first-page":"3932","DOI":"10.1073\/pnas.1517384113","article-title":"Discovering governing equations from data by sparse identification of nonlinear dynamical systems","volume":"113","author":"Brunton","year":"2016","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"32","key":"10.1016\/j.neubiorev.2026.106909_b55","doi-asserted-by":"crossref","first-page":"19556","DOI":"10.1073\/pnas.2003601117","article-title":"Gene coexpression patterns predict opiate-induced brain-state transitions","volume":"117","author":"Brynildsen","year":"2020","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"8","key":"10.1016\/j.neubiorev.2026.106909_b56","doi-asserted-by":"crossref","first-page":"1484","DOI":"10.3758\/MC.36.8.1484","article-title":"Multiple levels of control in the stroop task","volume":"36","author":"Bugg","year":"2008","journal-title":"Mem. Cogn."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b57","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1111\/mbe.12403","article-title":"How should we slice up the executive function pie? striving toward an ontology of cognitive control processes","volume":"18","author":"Bunge","year":"2024","journal-title":"Mind, Brain, Educ."},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b58","doi-asserted-by":"crossref","first-page":"1507","DOI":"10.1111\/cdev.12395","article-title":"On the meanings of self-regulation: Digital Humanities in service of conceptual clarity","volume":"86","author":"Burman","year":"2015","journal-title":"Child Dev."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b59","first-page":"vii","article-title":"The emergent executive: A dynamic field theory of the development of executive function","volume":"79","author":"Buss","year":"2014","journal-title":"Monogr. Soc. Res. Child Dev."},{"key":"10.1016\/j.neubiorev.2026.106909_b60","doi-asserted-by":"crossref","first-page":"453","DOI":"10.3758\/s13415-020-00845-x","article-title":"Learning to overexert cognitive control in a stroop task","volume":"21","author":"Bustamante","year":"2021","journal-title":"Cogn. Affect. & Behav. Neurosci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b61","doi-asserted-by":"crossref","first-page":"3314","DOI":"10.1038\/s41467-021-23509-x","article-title":"Dynamic causal brain circuits during working memory and their functional controllability","volume":"12","author":"Cai","year":"2021","journal-title":"Nat. Commun."},{"issue":"11","key":"10.1016\/j.neubiorev.2026.106909_b62","doi-asserted-by":"crossref","first-page":"506","DOI":"10.1016\/j.tics.2010.09.001","article-title":"The functional role of cross-frequency coupling","volume":"14","author":"Canolty","year":"2010","journal-title":"Trends Cogn. Sci."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b63","doi-asserted-by":"crossref","first-page":"0141","DOI":"10.1038\/s41550-017-0141","article-title":"Quantitative evaluation of gender bias in astronomical publications from citation counts","volume":"1","author":"Caplar","year":"2017","journal-title":"Nat. Astron."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b64","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1037\/0033-2909.92.1.111","article-title":"Control theory: A useful conceptual framework for personality\u2013social, clinical, and health psychology","volume":"92","author":"Carver","year":"1982","journal-title":"Psychol. Bull."},{"key":"10.1016\/j.neubiorev.2026.106909_b65","series-title":"On the Self-Regulation of Behavior","author":"Carver","year":"2001"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b66","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1002\/dev.10030","article-title":"Clinical, imaging, lesion, and genetic approaches toward a model of cognitive control","volume":"40","author":"Casey","year":"2002","journal-title":"Dev. Psychobiol.: J. Int. Soc. Dev. Psychobiol."},{"issue":"8","key":"10.1016\/j.neubiorev.2026.106909_b67","doi-asserted-by":"crossref","first-page":"414","DOI":"10.1016\/j.tics.2014.04.012","article-title":"Frontal theta as a mechanism for cognitive control","volume":"18","author":"Cavanagh","year":"2014","journal-title":"Trends Cogn. Sci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b68","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1162\/netn_a_00425","article-title":"The control costs of human brain dynamics","volume":"9","author":"Ceballos","year":"2025","journal-title":"Netw. Neurosci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b69","doi-asserted-by":"crossref","first-page":"394","DOI":"10.1038\/s42003-022-03342-8","article-title":"Drug-resistant focal epilepsy in children is associated with increased modal controllability of the whole brain and epileptogenic regions","volume":"5","author":"Chari","year":"2022","journal-title":"Commun. Biol."},{"issue":"7","key":"10.1016\/j.neubiorev.2026.106909_b70","doi-asserted-by":"crossref","DOI":"10.1001\/jamanetworkopen.2021.14509","article-title":"Gender disparity in citations in high-impact journal articles","volume":"4","author":"Chatterjee","year":"2021","journal-title":"JAMA Netw. Open"},{"key":"10.1016\/j.neubiorev.2026.106909_b71","series-title":"Linear System Theory and Design","author":"Chen","year":"1984"},{"key":"10.1016\/j.neubiorev.2026.106909_b72","doi-asserted-by":"crossref","DOI":"10.1016\/j.tics.2024.04.003","article-title":"The causal structure and computational value of narratives","author":"Chen","year":"2024","journal-title":"Trends Cogn. Sci."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b73","doi-asserted-by":"crossref","first-page":"1028","DOI":"10.1523\/JNEUROSCI.0778-16.2016","article-title":"The caudate nucleus mediates learning of stimulus\u2013control state associations","volume":"37","author":"Chiu","year":"2017","journal-title":"J. Neurosci."},{"issue":"7","key":"10.1016\/j.neubiorev.2026.106909_b74","doi-asserted-by":"crossref","first-page":"628","DOI":"10.1016\/j.tics.2024.03.006","article-title":"In praise of folly: flexible goals and human cognition","volume":"28","author":"Chu","year":"2024","journal-title":"Trends Cogn. Sci."},{"issue":"7889","key":"10.1016\/j.neubiorev.2026.106909_b75","doi-asserted-by":"crossref","first-page":"484","DOI":"10.1038\/s41586-021-04070-5","article-title":"Cognitive control persistently enhances hippocampal information processing","volume":"600","author":"Chung","year":"2021","journal-title":"Nature"},{"issue":"12","key":"10.1016\/j.neubiorev.2026.106909_b76","doi-asserted-by":"crossref","first-page":"4826","DOI":"10.1093\/brain\/awad263","article-title":"Debates on the dorsomedial prefrontal\/dorsal anterior cingulate cortex: insights for future research","volume":"146","author":"Clairis","year":"2023","journal-title":"Brain"},{"issue":"10","key":"10.1016\/j.neubiorev.2026.106909_b77","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1016\/j.tics.2013.08.006","article-title":"Dynamic cooperation and competition between brain systems during cognitive control","volume":"17","author":"Cocchi","year":"2013","journal-title":"Trends Cogn. Sci."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b78","doi-asserted-by":"crossref","first-page":"332","DOI":"10.1037\/0033-295X.97.3.332","article-title":"On the control of automatic processes: a parallel distributed processing account of the Stroop effect","volume":"97","author":"Cohen","year":"1990","journal-title":"Psychol Rev"},{"key":"10.1016\/j.neubiorev.2026.106909_b79","series-title":"The Wiley Handbook of Cognitive Control","first-page":"314","article-title":"Control and connectivity: Dynamic networks in the human brain","author":"Cole","year":"2017"},{"key":"10.1016\/j.neubiorev.2026.106909_b80","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3758\/s13415-012-0125-7","article-title":"Rapid instructed task learning: A new window into the human brain\u2019s unique capacity for flexible cognitive control","volume":"13","author":"Cole","year":"2013","journal-title":"Cogn. Affect. & Behav. Neurosci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b81","doi-asserted-by":"crossref","first-page":"190","DOI":"10.1037\/a0030852","article-title":"Cognitive control over learning: creating, clustering, and generalizing task-set structure","volume":"120","author":"Collins","year":"2013","journal-title":"Psychol Rev"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b82","doi-asserted-by":"crossref","first-page":"381","DOI":"10.1177\/1073858408317009","article-title":"Role of dopamine in the motivational and cognitive control of behavior","volume":"14","author":"Cools","year":"2008","journal-title":"The Neuroscientist"},{"key":"10.1016\/j.neubiorev.2026.106909_b83","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1016\/j.cobeha.2015.05.007","article-title":"The cost of dopamine for dynamic cognitive control","volume":"4","author":"Cools","year":"2015","journal-title":"Curr. Opin. Behav. Sci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b84","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1038\/s41386-021-01100-8","article-title":"Neuromodulation of prefrontal cortex cognitive function in primates: the powerful roles of monoamines and acetylcholine","volume":"47","author":"Cools","year":"2022","journal-title":"Neuropsychopharmacology"},{"issue":"12","key":"10.1016\/j.neubiorev.2026.106909_b85","doi-asserted-by":"crossref","first-page":"e113","DOI":"10.1016\/j.biopsych.2011.03.028","article-title":"Inverted-U\u2013shaped dopamine actions on human working memory and cognitive control","volume":"69","author":"Cools","year":"2011","journal-title":"Biol. Psychiatry"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b86","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1080\/026432900380427","article-title":"Contention scheduling and the control of routine activities","volume":"17","author":"Cooper","year":"2000","journal-title":"Cogn. Neuropsychol."},{"key":"10.1016\/j.neubiorev.2026.106909_b87","series-title":"Hierarchical Schemas and Goals in the Control of Sequential Behavior","author":"Cooper","year":"2006"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b88","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1038\/s42003-020-0961-x","article-title":"Temporal sequences of brain activity at rest are constrained by white matter structure and modulated by cognitive demands","volume":"3","author":"Cornblath","year":"2020","journal-title":"Commun. Biol."},{"key":"10.1016\/j.neubiorev.2026.106909_b89","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1016\/j.neuroimage.2018.11.048","article-title":"Sex differences in network controllability as a predictor of executive function in youth","volume":"188","author":"Cornblath","year":"2019","journal-title":"NeuroImage"},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b90","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0038398","article-title":"Nodal dynamics, not degree distributions, determine the structural controllability of complex networks","volume":"7","author":"Cowan","year":"2012","journal-title":"PLoS One"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b91","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1016\/j.tics.2017.01.003","article-title":"Neural perspectives on cognitive control development during childhood and adolescence","volume":"21","author":"Crone","year":"2017","journal-title":"Trends Cogn. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b92","doi-asserted-by":"crossref","DOI":"10.7554\/eLife.53060","article-title":"Optimization of energy state transition trajectory supports the development of executive function during youth","volume":"9","author":"Cui","year":"2020","journal-title":"Elife"},{"key":"10.1016\/j.neubiorev.2026.106909_b93","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1093\/0199246270.003.0002","article-title":"How is weakness of the will possible?","author":"Davidson","year":"2001","journal-title":"Essays Actions Events"},{"issue":"12","key":"10.1016\/j.neubiorev.2026.106909_b94","doi-asserted-by":"crossref","first-page":"1704","DOI":"10.1038\/nn1560","article-title":"Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control","volume":"8","author":"Daw","year":"2005","journal-title":"Nature Neurosci."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b95","doi-asserted-by":"crossref","first-page":"1068","DOI":"10.1016\/j.conb.2012.05.011","article-title":"How to set the switches on this thing","volume":"22","author":"Dayan","year":"2012","journal-title":"Curr. Opin. Neurobiol."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b96","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s41467-021-22260-7","article-title":"Bi-directional regulation of cognitive control by distinct prefrontal cortical output neurons to thalamus and striatum","volume":"12","author":"de Kloet","year":"2021","journal-title":"Nat. Commun."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b97","doi-asserted-by":"crossref","first-page":"390","DOI":"10.1037\/a0023466","article-title":"Choking under pressure: multiple routes to skill failure","volume":"140","author":"DeCaro","year":"2011","journal-title":"J. Exp. Psychol. [Gen.]"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b98","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1207\/S15327965PLI1104_01","article-title":"The \u201cwhat\u201d and \u201cwhy\u201d of goal pursuits: Human needs and the self-determination of behavior","volume":"11","author":"Deci","year":"2000","journal-title":"Psychol. Inq."},{"key":"10.1016\/j.neubiorev.2026.106909_b99","series-title":"Intrinsic Motivation and Self-Determination in Human Behavior","author":"Deci","year":"2013"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b100","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1146\/annurev.ne.18.030195.001205","article-title":"Neural mechanisms of selective visual attention","volume":"18","author":"Desimone","year":"1995","journal-title":"Annu. Rev. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b101","doi-asserted-by":"crossref","first-page":"472","DOI":"10.3758\/s13415-020-00853-x","article-title":"The timescale of control: A meta-control property that generalizes across tasks but varies between types of control","volume":"21","author":"Dey","year":"2021","journal-title":"Cogn. Affect. & Behav. Neurosci."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b102","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1080\/1047840X.2018.1513680","article-title":"A cybernetic theory of psychopathology","volume":"29","author":"DeYoung","year":"2018","journal-title":"Psychol. Inq."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b103","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1146\/annurev-psych-113011-143750","article-title":"Executive functions","volume":"64","author":"Diamond","year":"2013","journal-title":"Annu. Rev. Psychol."},{"key":"10.1016\/j.neubiorev.2026.106909_b104","first-page":"2","article-title":"Comparative development in human infants and infant rhesus monkeys of cognitive functions that depend on prefrontal cortex","volume":"vol. 12","author":"Diamond","year":"1986"},{"key":"10.1016\/j.neubiorev.2026.106909_b105","first-page":"991","article-title":"Structural differences between healthy subjects and patients with schizophrenia or schizoaffective disorder: A graph and control theoretical perspective","author":"Dimulescu","year":"2021","journal-title":"Front. Psychiatry"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b106","doi-asserted-by":"crossref","first-page":"312","DOI":"10.1017\/pan.2018.12","article-title":"Gendered citation patterns across political science and social science methodology fields","volume":"26","author":"Dion","year":"2018","journal-title":"Political Anal."},{"key":"10.1016\/j.neubiorev.2026.106909_b107","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1016\/j.cobeha.2014.10.007","article-title":"Executive control and decision-making in the prefrontal cortex","volume":"1","author":"Domenech","year":"2015","journal-title":"Curr. Opin. Behav. Sci."},{"issue":"11","key":"10.1016\/j.neubiorev.2026.106909_b108","first-page":"35","article-title":"There\u2019s a S.M.A.R.T. Way to write management\u2019s goals and objectives","volume":"70","author":"Doran","year":"1981","journal-title":"Manag. Rev."},{"issue":"26","key":"10.1016\/j.neubiorev.2026.106909_b109","doi-asserted-by":"crossref","first-page":"11073","DOI":"10.1073\/pnas.0704320104","article-title":"Distinct brain networks for adaptive and stable task control in humans","volume":"104","author":"Dosenbach","year":"2007","journal-title":"Proc. Natl. Acad. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b110","series-title":"The Practice of Management","author":"Drucker","year":"1954"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b111","doi-asserted-by":"crossref","first-page":"250","DOI":"10.1038\/s42254-023-00566-3","article-title":"Controlling complex networks with complex nodes","volume":"5","author":"D\u2019Souza","year":"2023","journal-title":"Nat. Rev. Phys."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b112","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1177\/1745691615623247","article-title":"Situational strategies for self-control","volume":"11","author":"Duckworth","year":"2016","journal-title":"Perspect. Psychol. Sci."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b113","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1016\/j.jrp.2011.02.004","article-title":"A meta-analysis of the convergent validity of self-control measures","volume":"45","author":"Duckworth","year":"2011","journal-title":"J. Res. Pers."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b114","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1177\/1529100618821893","article-title":"Beyond willpower: Strategies for reducing failures of self-control","volume":"19","author":"Duckworth","year":"2018","journal-title":"Psychol. Sci. the Public Interes."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b115","doi-asserted-by":"crossref","first-page":"1087","DOI":"10.1037\/0022-3514.92.6.1087","article-title":"Grit: perseverance and passion for long-term goals","volume":"92","author":"Duckworth","year":"2007","journal-title":"J. Pers. Soc. Psychol."},{"issue":"12","key":"10.1016\/j.neubiorev.2026.106909_b116","doi-asserted-by":"crossref","first-page":"939","DOI":"10.1111\/j.1467-9280.2005.01641.x","article-title":"Self-discipline outdoes IQ in predicting academic performance of adolescents","volume":"16","author":"Duckworth","year":"2005","journal-title":"Psychol. Sci."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b117","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1016\/j.tics.2010.01.004","article-title":"The multiple-demand (MD) system of the primate brain: mental programs for intelligent behaviour","volume":"14","author":"Duncan","year":"2010","journal-title":"Trends Cogn. Sci."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b118","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1006\/cogp.1996.0008","article-title":"Intelligence and the frontal lobe: The organization of goal-directed behavior","volume":"30","author":"Duncan","year":"1996","journal-title":"Cogn. Psychol."},{"issue":"11","key":"10.1016\/j.neubiorev.2026.106909_b119","doi-asserted-by":"crossref","first-page":"693","DOI":"10.1038\/s41583-023-00740-7","article-title":"Reconstructing computational system dynamics from neural data with recurrent neural networks","volume":"24","author":"Durstewitz","year":"2023","journal-title":"Nature Rev. Neurosci."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b120","doi-asserted-by":"crossref","first-page":"689","DOI":"10.1037\/rev0000082","article-title":"From needs to goals and representations: Foundations for a unified theory of motivation, personality, and development","volume":"124","author":"Dweck","year":"2017","journal-title":"Psychol Rev"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b121","doi-asserted-by":"crossref","first-page":"481","DOI":"10.1177\/1745691618804166","article-title":"Mindsets: A view from two eras","volume":"14","author":"Dweck","year":"2019","journal-title":"Perspect. Psychol. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b122","series-title":"The extent and drivers of gender imbalance in neuroscience reference lists","author":"Dworkin","year":"2020"},{"key":"10.1016\/j.neubiorev.2026.106909_b123","series-title":"The Wiley Handbook of Cognitive Control","author":"Egner","year":"2017"},{"issue":"12","key":"10.1016\/j.neubiorev.2026.106909_b124","doi-asserted-by":"crossref","first-page":"1784","DOI":"10.1038\/nn1594","article-title":"Cognitive control mechanisms resolve conflict through cortical amplification of task-relevant information","volume":"8","author":"Egner","year":"2005","journal-title":"Nature Neurosci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b125","doi-asserted-by":"crossref","first-page":"2319","DOI":"10.1038\/s41467-019-10301-1","article-title":"Uncovering the structure of self-regulation through data-driven ontology discovery","volume":"10","author":"Eisenberg","year":"2019","journal-title":"Nat. Commun."},{"issue":"10","key":"10.1016\/j.neubiorev.2026.106909_b126","doi-asserted-by":"crossref","first-page":"1684","DOI":"10.1162\/jocn_a_01139","article-title":"Control without controllers: Toward a distributed neuroscience of executive control","volume":"29","author":"Eisenreich","year":"2017","journal-title":"J. Cogn. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b127","series-title":"The civilizing process","author":"Elias","year":"1939"},{"issue":"11","key":"10.1016\/j.neubiorev.2026.106909_b128","doi-asserted-by":"crossref","DOI":"10.1002\/hbm.70600","article-title":"A data-driven closed-loop control approach to drive neural state transitions for mechanistic insight","volume":"47","author":"Emonds","year":"2026","journal-title":"Hum. Brain Mapp."},{"key":"10.1016\/j.neubiorev.2026.106909_b129","doi-asserted-by":"crossref","DOI":"10.1037\/emo0001353","article-title":"The relative difficulty of resolving motivational conflicts is affective context-dependent","author":"Enisman","year":"2024","journal-title":"Emotion"},{"issue":"12","key":"10.1016\/j.neubiorev.2026.106909_b130","doi-asserted-by":"crossref","first-page":"5472","DOI":"10.1073\/pnas.1818430116","article-title":"Large-scale analysis of test\u2013retest reliabilities of self-regulation measures","volume":"116","author":"Enkavi","year":"2019","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b131","doi-asserted-by":"crossref","first-page":"674","DOI":"10.1016\/j.tics.2017.06.009","article-title":"Brain and social networks: fundamental building blocks of human experience","volume":"21","author":"Falk","year":"2017","journal-title":"Trends Cogn. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b132","doi-asserted-by":"crossref","DOI":"10.1016\/j.neuroimage.2022.119465","article-title":"Personalizing repetitive transcranial magnetic stimulation for precision depression treatment based on functional brain network controllability and optimal control analysis","volume":"260","author":"Fang","year":"2022","journal-title":"NeuroImage"},{"key":"10.1016\/j.neubiorev.2026.106909_b133","series-title":"Expectations and Actions: Expectancy-Value Models in Psychology","author":"Feather","year":"1982"},{"issue":"1844","key":"10.1016\/j.neubiorev.2026.106909_b134","doi-asserted-by":"crossref","DOI":"10.1098\/rstb.2020.0524","article-title":"The whole prefrontal cortex is premotor cortex","volume":"377","author":"Fine","year":"2022","journal-title":"Philos. Trans. R. Soc. B"},{"issue":"8","key":"10.1016\/j.neubiorev.2026.106909_b135","doi-asserted-by":"crossref","first-page":"1120","DOI":"10.1016\/j.neunet.2006.03.006","article-title":"Hold your horses: a dynamic computational role for the subthalamic nucleus in decision making","volume":"19","author":"Frank","year":"2006","journal-title":"Neural Netw."},{"key":"10.1016\/j.neubiorev.2026.106909_b136","doi-asserted-by":"crossref","first-page":"137","DOI":"10.3758\/CABN.1.2.137","article-title":"Interactions between frontal cortex and basal ganglia in working memory: a computational model","volume":"1","author":"Frank","year":"2001","journal-title":"Cogn. Affect. & Behav. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b137","series-title":"Goal Directed Behavior: The Concept of Action in Psychology","author":"Frese","year":"2021"},{"issue":"7","key":"10.1016\/j.neubiorev.2026.106909_b138","doi-asserted-by":"crossref","first-page":"622","DOI":"10.1016\/j.tics.2021.03.011","article-title":"Neural coding of cognitive control: the representational similarity analysis approach","volume":"25","author":"Freund","year":"2021","journal-title":"Trends Cogn. Sci."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b139","doi-asserted-by":"crossref","first-page":"432","DOI":"10.1093\/biostatistics\/kxm045","article-title":"Sparse inverse covariance estimation with the graphical lasso","volume":"9","author":"Friedman","year":"2008","journal-title":"Biostatistics"},{"key":"10.1016\/j.neubiorev.2026.106909_b140","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1016\/j.cortex.2016.04.023","article-title":"Unity and diversity of executive functions: Individual differences as a window on cognitive structure","volume":"86","author":"Friedman","year":"2017","journal-title":"Cortex"},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b141","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1111\/j.1467-9280.2006.01681.x","article-title":"Not all executive functions are related to intelligence","volume":"17","author":"Friedman","year":"2006","journal-title":"Psychol. Sci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b142","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1038\/s41386-021-01132-0","article-title":"The role of prefrontal cortex in cognitive control and executive function","volume":"47","author":"Friedman","year":"2022","journal-title":"Neuropsychopharmacology"},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b143","doi-asserted-by":"crossref","first-page":"311","DOI":"10.3758\/s13415-012-0147-1","article-title":"Conflicts as aversive signals: Conflict priming increases negative judgments for neutral stimuli","volume":"13","author":"Fritz","year":"2013","journal-title":"Cogn. Affect. & Behav. Neurosci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b144","doi-asserted-by":"crossref","first-page":"4926","DOI":"10.1038\/s41467-019-12931-x","article-title":"Goal congruency dominates reward value in accounting for behavioral and neural correlates of value-based decision-making","volume":"10","author":"Fr\u00f6mer","year":"2019","journal-title":"Nat. Commun."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b145","doi-asserted-by":"crossref","first-page":"352","DOI":"10.1177\/1088868311411165","article-title":"On conceptualizing self-control as more than the effortful inhibition of impulses","volume":"15","author":"Fujita","year":"2011","journal-title":"Pers. Soc. Psychol. Rev."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b146","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1162\/jocn_a_01643","article-title":"Gender (im)balance in citation practices in cognitive neuroscience","volume":"33","author":"Fulvio","year":"2021","journal-title":"J. Cogn. Neurosci."},{"issue":"6448","key":"10.1016\/j.neubiorev.2026.106909_b147","doi-asserted-by":"crossref","first-page":"753","DOI":"10.1038\/365753a0","article-title":"Prefrontal neuronal activity in rhesus monkeys performing a delayed anti-saccade task","volume":"365","author":"Funahashi","year":"1993","journal-title":"Nature"},{"key":"10.1016\/j.neubiorev.2026.106909_b148","doi-asserted-by":"crossref","first-page":"318","DOI":"10.1111\/j.1749-6632.1990.tb48901.x","article-title":"Prefrontal cortex and the bridging of temporal gaps in the perception-action cycle","volume":"608","author":"Fuster","year":"1990","journal-title":"Ann. New York Acad. Sci."},{"issue":"3997","key":"10.1016\/j.neubiorev.2026.106909_b149","doi-asserted-by":"crossref","first-page":"652","DOI":"10.1126\/science.173.3997.652","article-title":"Neuron activity related to short-term memory","volume":"173","author":"Fuster","year":"1971","journal-title":"Science"},{"key":"10.1016\/j.neubiorev.2026.106909_b150","doi-asserted-by":"crossref","DOI":"10.1016\/j.jesp.2023.104457","article-title":"When more is less: Self-control strategies are seen as less indicative of self-control than just willpower","volume":"106","author":"Gennara","year":"2023","journal-title":"J. Exp. Soc. Psychol."},{"issue":"7","key":"10.1016\/j.neubiorev.2026.106909_b151","doi-asserted-by":"crossref","first-page":"eaaq1360","DOI":"10.1126\/sciadv.aaq1360","article-title":"A network approach to topic models","volume":"4","author":"Gerlach","year":"2018","journal-title":"Sci. Adv."},{"key":"10.1016\/j.neubiorev.2026.106909_b152","article-title":"An integrated model of semantics and control","author":"Giallanza","year":"2024","journal-title":"Psychol Rev"},{"issue":"7615","key":"10.1016\/j.neubiorev.2026.106909_b153","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1038\/nature18933","article-title":"A multi-modal parcellation of human cerebral cortex","volume":"536","author":"Glasser","year":"2016","journal-title":"Nature"},{"key":"10.1016\/j.neubiorev.2026.106909_b154","series-title":"Neuroeconomics: Decision Making and the Brain","author":"Glimcher","year":"2013"},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b155","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1016\/j.bandc.2009.04.004","article-title":"The neural basis of cognitive control: response selection and inhibition","volume":"71","author":"Goghari","year":"2009","journal-title":"Brain Cogn."},{"issue":"12S5","key":"10.1016\/j.neubiorev.2026.106909_b156","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1002\/j.2040-4603.1987.tb00922.x","article-title":"Circuitry of primate prefrontal cortex and regulation of behavior by representational memory","volume":"1987","author":"Goldman-Rakic","year":"1987","journal-title":"Compr. Physiol."},{"key":"10.1016\/j.neubiorev.2026.106909_b157","first-page":"224","article-title":"The history of the concept of goals","author":"Gollwitzer","year":"2013","journal-title":"A Century Psychol. (Psychology Revivals)"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b158","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1016\/j.neuron.2019.09.017","article-title":"The life of behavior","volume":"104","author":"Gomez-Marin","year":"2019","journal-title":"Neuron"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b159","doi-asserted-by":"crossref","DOI":"10.1111\/psyp.13016","article-title":"Dynamics of cognitive control: Theoretical bases, paradigms, and a view for the future","volume":"55","author":"Gratton","year":"2018","journal-title":"Psychophysiology"},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b160","doi-asserted-by":"crossref","first-page":"1276","DOI":"10.1016\/j.celrep.2016.10.002","article-title":"Evidence for two independent factors that modify brain networks to meet task goals","volume":"17","author":"Gratton","year":"2016","journal-title":"Cell Rep."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b161","doi-asserted-by":"crossref","DOI":"10.1111\/psyp.13032","article-title":"Control networks and hubs","volume":"55","author":"Gratton","year":"2018","journal-title":"Psychophysiology"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b162","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/1047840X.2014.940781","article-title":"Emotion regulation: Current status and future prospects","volume":"26","author":"Gross","year":"2015","journal-title":"Psychol. Inq."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b163","doi-asserted-by":"crossref","first-page":"8414","DOI":"10.1038\/ncomms9414","article-title":"Controllability of structural brain networks","volume":"6","author":"Gu","year":"2015","journal-title":"Nat. Commun."},{"key":"10.1016\/j.neubiorev.2026.106909_b164","series-title":"A network control theory approach to longitudinal symptom dynamics in major depressive disorder","author":"Hahn","year":"2021"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b165","doi-asserted-by":"crossref","first-page":"1057","DOI":"10.1038\/s41380-022-01936-6","article-title":"Genetic, individual, and familial risk correlates of brain network controllability in major depressive disorder","volume":"28","author":"Hahn","year":"2023","journal-title":"Mol. Psychiatry"},{"issue":"7","key":"10.1016\/j.neubiorev.2026.106909_b166","doi-asserted-by":"crossref","first-page":"1115","DOI":"10.1162\/0898929054475190","article-title":"A model of prefrontal cortical mechanisms for goal-directed behavior","volume":"17","author":"Hasselmo","year":"2005","journal-title":"J. Cogn. Neurosci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b167","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1016\/j.neuroscience.2005.04.067","article-title":"Banishing the homunculus: making working memory work","volume":"139","author":"Hazy","year":"2006","journal-title":"Neuroscience"},{"key":"10.1016\/j.neubiorev.2026.106909_b168","series-title":"Pathological and metabolic underpinnings of energetic inefficiency in temporal lobe epilepsy","author":"He","year":"2021"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b169","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1016\/j.tics.2010.12.005","article-title":"Cognitive neuroscience of self-regulation failure","volume":"15","author":"Heatherton","year":"2011","journal-title":"Trends Cogn. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b170","series-title":"Motivation and Action","first-page":"15","article-title":"Historical trends in motivation research","author":"Heckhausen","year":"2018"},{"issue":"10","key":"10.1016\/j.neubiorev.2026.106909_b171","doi-asserted-by":"crossref","first-page":"1391","DOI":"10.1038\/s41562-021-01213-6","article-title":"Emotion prediction errors guide socially adaptive behaviour","volume":"5","author":"Heffner","year":"2021","journal-title":"Nat. Hum. Behav."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b172","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1038\/s44271-024-00055-y","article-title":"Reinforcement learning of adaptive control strategies","volume":"2","author":"Held","year":"2024","journal-title":"Commun. Psychol."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b173","doi-asserted-by":"crossref","first-page":"518","DOI":"10.1038\/s41398-022-02283-4","article-title":"Effect of methylphenidate on functional controllability: a preliminary study in medication-na\u00efve children with ADHD","volume":"12","author":"Henry","year":"2022","journal-title":"Transl. Psychiatry"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b174","doi-asserted-by":"crossref","first-page":"188","DOI":"10.1007\/s11336-021-09796-9","article-title":"On the control of psychological networks","volume":"87","author":"Henry","year":"2022","journal-title":"Psychometrika"},{"key":"10.1016\/j.neubiorev.2026.106909_b175","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1016\/j.neuropsychologia.2014.04.014","article-title":"A neural network model of individual differences in task switching abilities","volume":"62","author":"Herd","year":"2014","journal-title":"Neuropsychologia"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b176","first-page":"94","article-title":"A neural signature for reappraisal as an emotion regulation strategy: Relationship to stress-related suicidal ideation and negative affect in major depression","volume":"10","author":"Herzog","year":"2025","journal-title":"Biol. Psychiatry: Cogn. Neurosci. Neuroimaging"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b177","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1111\/j.0963-7214.2005.00366.x","article-title":"Value from regulatory fit","volume":"14","author":"Higgins","year":"2005","journal-title":"Curr. Dir. Psychol. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b178","series-title":"Beyond Pleasure and Pain: How Motivation Works","author":"Higgins","year":"2011"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b179","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1038\/s44159-023-00256-y","article-title":"Going beyond the individual level in self-control research","volume":"3","author":"Hofmann","year":"2024","journal-title":"Nat. Rev. Psychol."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b180","doi-asserted-by":"crossref","first-page":"286","DOI":"10.1177\/0963721418759317","article-title":"Morality and self-control: How they are intertwined and where they differ","volume":"27","author":"Hofmann","year":"2018","journal-title":"Curr. Dir. Psychol. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b181","doi-asserted-by":"crossref","DOI":"10.1037\/rev0000467","article-title":"The controllosphere: The neural origin of cognitive effort","author":"Holroyd","year":"2025","journal-title":"Psychol Rev"},{"issue":"25","key":"10.1016\/j.neubiorev.2026.106909_b182","doi-asserted-by":"crossref","first-page":"6398","DOI":"10.1073\/pnas.1803650115","article-title":"Human midcingulate cortex encodes distributed representations of task progress","volume":"115","author":"Holroyd","year":"2018","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b183","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1016\/j.tics.2015.01.004","article-title":"Emotional foundations of cognitive control","volume":"19","author":"Inzlicht","year":"2015","journal-title":"Trends Cogn. Sci."},{"issue":"10","key":"10.1016\/j.neubiorev.2026.106909_b184","doi-asserted-by":"crossref","first-page":"511","DOI":"10.1111\/spc3.12200","article-title":"Six questions for the resource model of control (and some answers)","volume":"9","author":"Inzlicht","year":"2015","journal-title":"Soc. Pers. Psychol. Compass"},{"key":"10.1016\/j.neubiorev.2026.106909_b185","doi-asserted-by":"crossref","DOI":"10.1027\/1864-9335\/a000398","article-title":"The past, present, and future of ego depletion","author":"Inzlicht","year":"2019","journal-title":"Soc. Psychol."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b186","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1146\/annurev-psych-061020-105721","article-title":"Integrating models of self-regulation","volume":"72","author":"Inzlicht","year":"2021","journal-title":"Annu. Rev. Psychol."},{"key":"10.1016\/j.neubiorev.2026.106909_b187","first-page":"1","article-title":"Modelling human behaviour in cognitive tasks with latent dynamical systems","author":"Jaffe","year":"2023","journal-title":"Nat. Hum. Behav."},{"key":"10.1016\/j.neubiorev.2026.106909_b188","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1016\/B978-0-12-397025-1.00250-5","article-title":"Task switching processes","volume":"3","author":"Jamadar","year":"2015","journal-title":"Brain Mapp.: An Encycl. Ref."},{"key":"10.1016\/j.neubiorev.2026.106909_b189","first-page":"94","article-title":"The principles of","volume":"2","author":"James","year":"1890","journal-title":"Psychology"},{"key":"10.1016\/j.neubiorev.2026.106909_b190","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1016\/j.nicl.2018.03.032","article-title":"Fronto-limbic dysconnectivity leads to impaired brain network controllability in young people with bipolar disorder and those at high genetic risk","volume":"19","author":"Jeganathan","year":"2018","journal-title":"NeuroImage: Clin."},{"issue":"48","key":"10.1016\/j.neubiorev.2026.106909_b191","doi-asserted-by":"crossref","first-page":"17382","DOI":"10.1523\/JNEUROSCI.3810-12.2012","article-title":"Prioritized maps of space in human frontoparietal cortex","volume":"32","author":"Jerde","year":"2012","journal-title":"J. Neurosci."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b192","doi-asserted-by":"crossref","DOI":"10.1088\/1741-2552\/ab6e8b","article-title":"A practical guide to methodological considerations in the controllability of structural brain networks","volume":"17","author":"Karrer","year":"2020","journal-title":"J. Neural Eng."},{"key":"10.1016\/j.neubiorev.2026.106909_b193","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1016\/j.nlm.2015.12.011","article-title":"Coordinating different representations in the hippocampus","volume":"129","author":"Kelemen","year":"2016","journal-title":"Neurobiol. Learn. Mem."},{"key":"10.1016\/j.neubiorev.2026.106909_b194","article-title":"A computational network control theory analysis of depression symptoms","volume":"1","author":"Kenett","year":"2018","journal-title":"Pers. Neurosci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b195","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/j.cognition.2012.08.004","article-title":"Rational snacking: Young children\u2019s decision-making on the marshmallow task is moderated by beliefs about environmental reliability","volume":"126","author":"Kidd","year":"2013","journal-title":"Cognition"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b196","doi-asserted-by":"crossref","first-page":"8513","DOI":"10.1038\/s41467-024-52777-6","article-title":"A transient high-dimensional geometry affords stable conjunctive subspaces for efficient action selection","volume":"15","author":"Kikumoto","year":"2024","journal-title":"Nat. Commun."},{"issue":"19","key":"10.1016\/j.neubiorev.2026.106909_b197","doi-asserted-by":"crossref","first-page":"10603","DOI":"10.1073\/pnas.1922166117","article-title":"Conjunctive representations that integrate stimuli, responses, and rules are critical for action selection","volume":"117","author":"Kikumoto","year":"2020","journal-title":"Proc. Natl. Acad. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b198","doi-asserted-by":"crossref","first-page":"497","DOI":"10.1007\/978-3-030-43395-6_17","article-title":"Linear dynamics and control of brain networks","author":"Kim","year":"2020","journal-title":"Neural Eng."},{"key":"10.1016\/j.neubiorev.2026.106909_b199","doi-asserted-by":"crossref","DOI":"10.1038\/s41467-025-66542-w","article-title":"Inferring macroscopic intrinsic neural timescales using optimal control theory","volume":"16","author":"Kim","year":"2025","journal-title":"Nat Commun."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b200","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1038\/nphys4268","article-title":"Role of graph architecture in controlling dynamical networks with applications to neural systems","volume":"14","author":"Kim","year":"2018","journal-title":"Nat. Phys."},{"key":"10.1016\/j.neubiorev.2026.106909_b201","series-title":"Optimal Control Theory: An Introduction","author":"Kirk","year":"2004"},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b202","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1038\/s41583-021-00446-8","article-title":"The self in context: brain systems linking mental and physical health","volume":"22","author":"Koban","year":"2021","journal-title":"Nature Rev. Neurosci."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b203","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1016\/j.tics.2007.04.005","article-title":"An information theoretical approach to prefrontal executive function","volume":"11","author":"Koechlin","year":"2007","journal-title":"Trends Cogn. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b204","doi-asserted-by":"crossref","DOI":"10.1016\/j.bandc.2022.105880","article-title":"Cognitive control, motivation and fatigue: A cognitive neuroscience perspective","volume":"160","author":"Kok","year":"2022","journal-title":"Brain Cogn."},{"issue":"12","key":"10.1016\/j.neubiorev.2026.106909_b205","doi-asserted-by":"crossref","first-page":"899","DOI":"10.1038\/s41562-018-0401-9","article-title":"Mental labour","volume":"2","author":"Kool","year":"2018","journal-title":"Nat. Hum. Behav."},{"key":"10.1016\/j.neubiorev.2026.106909_b206","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1002\/9781118920497.ch10","article-title":"Cognitive control as cost-benefit decision making","author":"Kool","year":"2017","journal-title":"Wiley Handb. Cogn. Control."},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b207","doi-asserted-by":"crossref","first-page":"618","DOI":"10.1177\/1745691615593382","article-title":"On integrating the components of self-control","volume":"10","author":"Kotabe","year":"2015","journal-title":"Perspect. Psychol. Sci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b208","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1037\/a0025488","article-title":"The energetics of motivated cognition: a force-field analysis","volume":"119","author":"Kruglanski","year":"2012","journal-title":"Psychol Rev"},{"key":"10.1016\/j.neubiorev.2026.106909_b209","first-page":"69","article-title":"The architecture of goal systems: Multifinality, equifinality, and counterfinality in means\u2014end relations","volume":"vol. 2","author":"Kruglanski","year":"2015"},{"key":"10.1016\/j.neubiorev.2026.106909_b210","series-title":"What Is So Special (And Nonspecial) About Goals?: A View from the Cognitive Perspective","author":"Kruglanski","year":"2009"},{"key":"10.1016\/j.neubiorev.2026.106909_b211","series-title":"The Motivated Mind","first-page":"207","article-title":"A theory of goal systems","author":"Kruglanski","year":"2018"},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b212","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1017\/S0140525X12003196","article-title":"An opportunity cost model of subjective effort and task performance","volume":"36","author":"Kurzban","year":"2013","journal-title":"Behav. Brain Sci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b213","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3758\/s13423-023-02288-0","article-title":"A revised diffusion model for conflict tasks","volume":"31","author":"Lee","year":"2024","journal-title":"Psychon. Bull. Rev."},{"key":"10.1016\/j.neubiorev.2026.106909_b214","first-page":"1","article-title":"Precise individual measures of inhibitory control","author":"Lee","year":"2025","journal-title":"Nat. Hum. Behav."},{"key":"10.1016\/j.neubiorev.2026.106909_b215","article-title":"Hippocampal contributions to control: the third way","volume":"20","author":"Lengyel","year":"2007","journal-title":"Adv. Neural Inf. Process. Syst."},{"issue":"15","key":"10.1016\/j.neubiorev.2026.106909_b216","doi-asserted-by":"crossref","first-page":"3315","DOI":"10.1016\/j.cub.2024.06.011","article-title":"A ventral pallidal-thalamocortical circuit mediates the cognitive control of instrumental action","volume":"34","author":"Leung","year":"2024","journal-title":"Curr. Biol."},{"key":"10.1016\/j.neubiorev.2026.106909_b217","series-title":"Principles of Topological Psychology","author":"Lewin","year":"1936"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b218","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pcbi.1006043","article-title":"Rational metareasoning and the plasticity of cognitive control","volume":"14","author":"Lieder","year":"2018","journal-title":"PLoS Comput. Biol."},{"key":"10.1016\/j.neubiorev.2026.106909_b219","doi-asserted-by":"crossref","DOI":"10.1016\/j.neuroimage.2025.121562","article-title":"The adolescent functional connectome is dynamically controlled by a sparse core of cognitive and topological hubs","volume":"322","author":"Lim","year":"2025","journal-title":"NeuroImage","ISSN":"https:\/\/id.crossref.org\/issn\/1053-8119","issn-type":"print"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b220","doi-asserted-by":"crossref","first-page":"553","DOI":"10.1093\/cercor\/bhj003","article-title":"Frontostriatal microstructure modulates efficient recruitment of cognitive control","volume":"16","author":"Liston","year":"2006","journal-title":"Cerebral Cortex"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b221","doi-asserted-by":"crossref","DOI":"10.1103\/RevModPhys.88.035006","article-title":"Control principles of complex systems","volume":"88","author":"Liu","year":"2016","journal-title":"Rev. Modern Phys."},{"key":"10.1016\/j.neubiorev.2026.106909_b222","series-title":"Control Centrality and Hierarchical Structure in Complex Networks","author":"Liu","year":"2012"},{"key":"10.1016\/j.neubiorev.2026.106909_b223","first-page":"1","article-title":"Energy inefficiency underpinning brain state dysregulation in individuals with major depressive disorder","author":"Liu","year":"2026","journal-title":"Nat. Ment. Health"},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b224","doi-asserted-by":"crossref","first-page":"3198","DOI":"10.1073\/pnas.0510932103","article-title":"An optimal brain can be composed of conflicting agents","volume":"103","author":"Livnat","year":"2006","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"7","key":"10.1016\/j.neubiorev.2026.106909_b225","doi-asserted-by":"crossref","first-page":"1337","DOI":"10.1177\/0956797614531492","article-title":"Neural predictors of giving in to temptation in daily life","volume":"25","author":"Lopez","year":"2014","journal-title":"Psychol. Sci."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b226","first-page":"1469","article-title":"The relevance of immaturities in the juvenile brain to culpability and rehabilitation","volume":"63","author":"Luna","year":"2012","journal-title":"Hast. Law J."},{"key":"10.1016\/j.neubiorev.2026.106909_b227","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1146\/annurev-neuro-071714-034054","article-title":"An integrative model of the maturation of cognitive control","volume":"38","author":"Luna","year":"2015","journal-title":"Annu. Rev. Neurosci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b228","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1016\/j.bandc.2009.08.005","article-title":"What has fMRI told us about the development of cognitive control through adolescence?","volume":"72","author":"Luna","year":"2010","journal-title":"Brain Cogn."},{"key":"10.1016\/j.neubiorev.2026.106909_b229","series-title":"Adolescent Brain Development: Implications for the Juvenile Criminal Justice System","author":"Luna","year":"2016"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b230","doi-asserted-by":"crossref","first-page":"1429","DOI":"10.1038\/s41467-023-36555-4","article-title":"Working memory control dynamics follow principles of spatial computing","volume":"14","author":"Lundqvist","year":"2023","journal-title":"Nat. Commun."},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b231","doi-asserted-by":"crossref","first-page":"1142","DOI":"10.1038\/s41551-024-01242-2","article-title":"Contributions of network structure, chemoarchitecture and diagnostic categories to transitions between cognitive topographies","volume":"8","author":"Luppi","year":"2024","journal-title":"Nat. Biomed. Eng."},{"key":"10.1016\/j.neubiorev.2026.106909_b232","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1016\/j.neubiorev.2014.07.003","article-title":"Adolescent brain maturation and smoking: what we know and where we\u2019re headed","volume":"45","author":"Lydon","year":"2014","journal-title":"Neurosci. Biobehav. Rev."},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b233","doi-asserted-by":"crossref","first-page":"318","DOI":"10.1038\/s42254-019-0040-8","article-title":"The physics of brain network structure, function and control","volume":"1","author":"Lynn","year":"2019","journal-title":"Nat. Rev. Phys."},{"issue":"5472","key":"10.1016\/j.neubiorev.2026.106909_b234","doi-asserted-by":"crossref","first-page":"1835","DOI":"10.1126\/science.288.5472.1835","article-title":"Dissociating the role of the dorsolateral prefrontal and anterior cingulate cortex in cognitive control","volume":"288","author":"MacDonald","year":"2000","journal-title":"Science"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b235","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1038\/s41467-019-13930-8","article-title":"Ventromedial prefrontal cortex compression during concept learning","volume":"11","author":"Mack","year":"2020","journal-title":"Nat. Commun."},{"key":"10.1016\/j.neubiorev.2026.106909_b236","series-title":"Alprazolam modulates persistence energy during emotion processing in first-degree relatives of individuals with schizophrenia: a network control study","author":"Mahadevan","year":"2021"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b237","doi-asserted-by":"crossref","first-page":"889","DOI":"10.1017\/S0020818313000209","article-title":"The gender citation gap in international relations","volume":"67","author":"Maliniak","year":"2013","journal-title":"Int. Organ."},{"issue":"7474","key":"10.1016\/j.neubiorev.2026.106909_b238","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1038\/nature12742","article-title":"Context-dependent computation by recurrent dynamics in prefrontal cortex","volume":"503","author":"Mante","year":"2013","journal-title":"Nature"},{"issue":"12","key":"10.1016\/j.neubiorev.2026.106909_b239","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pbio.1002328","article-title":"The contribution of network organization and integration to the development of cognitive control","volume":"13","author":"Marek","year":"2015","journal-title":"PLoS Biol."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b240","doi-asserted-by":"crossref","first-page":"190","DOI":"10.1037\/a0032933","article-title":"Perceptual control as a unifying concept in psychology","volume":"17","author":"Marken","year":"2013","journal-title":"Rev. Gen. Psychol."},{"key":"10.1016\/j.neubiorev.2026.106909_b241","series-title":"Vision: A Computational Investigation into the Human Representation and Processing of Visual Information","author":"Marr","year":"1982"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b242","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1093\/cercor\/bhab205","article-title":"Executive function assigns value to novel goal-congruent outcomes","volume":"32","author":"McDougle","year":"2022","journal-title":"Cerebral Cortex"},{"issue":"8","key":"10.1016\/j.neubiorev.2026.106909_b243","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1016\/j.biopsych.2022.12.012","article-title":"Dense sampling approaches for psychiatry research: Combining scanners and smartphones","volume":"93","author":"McGowan","year":"2023","journal-title":"Biol. Psychiatry"},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b244","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1037\/a0031910","article-title":"Rational temporal predictions can underlie apparent failures to delay gratification","volume":"120","author":"McGuire","year":"2013","journal-title":"Psychol Rev"},{"issue":"7","key":"10.1016\/j.neubiorev.2026.106909_b245","doi-asserted-by":"crossref","first-page":"676","DOI":"10.1176\/appi.ajp.2017.16040400","article-title":"Identification of common neural circuit disruptions in cognitive control across psychiatric disorders","volume":"174","author":"McTeague","year":"2017","journal-title":"Am. J. Psychiatry"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b246","article-title":"Clarifying cognitive control and the controllable connectome","volume":"10","author":"Medaglia","year":"2019","journal-title":"Wiley Interdiscip. Rev.: Cogn. Sci."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b247","doi-asserted-by":"crossref","first-page":"0119","DOI":"10.1038\/s41562-017-0119","article-title":"Mind control as a guide for the mind","volume":"1","author":"Medaglia","year":"2017","journal-title":"Nat. Hum. Behav."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b248","doi-asserted-by":"crossref","first-page":"609","DOI":"10.1016\/j.neuron.2009.01.006","article-title":"Synapses with inhibitory neurons differentiate anterior cingulate from dorsolateral prefrontal pathways associated with cognitive control","volume":"61","author":"Medalla","year":"2009","journal-title":"Neuron"},{"issue":"39","key":"10.1016\/j.neubiorev.2026.106909_b249","doi-asserted-by":"crossref","first-page":"eady4356","DOI":"10.1126\/sciadv.ady4356","article-title":"An interoceptive model of energy allostasis linking metabolic and mental health","volume":"11","author":"Mehrhof","year":"2025","journal-title":"Sci. Adv."},{"issue":"16","key":"10.1016\/j.neubiorev.2026.106909_b250","doi-asserted-by":"crossref","first-page":"2469","DOI":"10.1016\/j.neuron.2023.04.023","article-title":"20 years of the default mode network: A review and synthesis","volume":"111","author":"Menon","year":"2023","journal-title":"Neuron"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b251","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1038\/s41386-021-01152-w","article-title":"The role of PFC networks in cognitive control and executive function","volume":"47","author":"Menon","year":"2022","journal-title":"Neuropsychopharmacology"},{"key":"10.1016\/j.neubiorev.2026.106909_b252","doi-asserted-by":"crossref","first-page":"655","DOI":"10.1007\/s00429-010-0262-0","article-title":"Saliency, switching, attention and control: a network model of insula function","volume":"214","author":"Menon","year":"2010","journal-title":"Brain Struct. Funct."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b253","doi-asserted-by":"crossref","first-page":"1013","DOI":"10.1093\/brain\/121.6.1013","article-title":"From sensation to cognition","volume":"121","author":"Mesulam","year":"1998","journal-title":"Brain: A J. Neurol."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b254","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1038\/35036228","article-title":"The prefontral cortex and cognitive control","volume":"1","author":"Miller","year":"2000","journal-title":"Nature Rev. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b255","article-title":"Cognition is an emergent property","volume":"57","author":"Miller","year":"2024","journal-title":"Curr. Opin. Behav. Sci."},{"issue":"11","key":"10.1016\/j.neubiorev.2026.106909_b256","doi-asserted-by":"crossref","first-page":"1208","DOI":"10.1093\/cercor\/bhg101","article-title":"A recurrent network model of somatosensory parametric working memory in the prefrontal cortex","volume":"13","author":"Miller","year":"2003","journal-title":"Cerebral Cortex"},{"key":"10.1016\/j.neubiorev.2026.106909_b257","series-title":"Plans and the Structure of Behaviour","author":"Miller","year":"2017"},{"key":"10.1016\/j.neubiorev.2026.106909_b258","series-title":"Plans and the Structure of Behavior","author":"Miller","year":"1960"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b259","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1037\/mot0000108","article-title":"The many faces of self-control: Tacit assumptions and recommendations to deal with them","volume":"5","author":"Milyavskaya","year":"2019","journal-title":"Motiv. Sci."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b260","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1093\/scan\/nsq081","article-title":"\u2018Willpower\u2019over the life span: decomposing self-regulation","volume":"6","author":"Mischel","year":"2011","journal-title":"Soc. Cogn. Affect. Neurosci."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b261","doi-asserted-by":"crossref","first-page":"329","DOI":"10.1037\/h0029815","article-title":"Attention in delay of gratification","volume":"16","author":"Mischel","year":"1970","journal-title":"J. Pers. Soc. Psychol."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b262","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1111\/insp.12026","article-title":"Gendered citation patterns in international relations journals","volume":"14","author":"Mitchell","year":"2013","journal-title":"Int. Stud. Perspect."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b263","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1177\/0963721411429458","article-title":"The nature and organization of individual differences in executive functions: Four general conclusions","volume":"21","author":"Miyake","year":"2012","journal-title":"Curr. Dir. Psychol. Sci."},{"issue":"7","key":"10.1016\/j.neubiorev.2026.106909_b264","doi-asserted-by":"crossref","first-page":"2693","DOI":"10.1073\/pnas.1010076108","article-title":"A gradient of childhood self-control predicts health, wealth, and public safety","volume":"108","author":"Moffitt","year":"2011","journal-title":"Proc. Natl. Acad. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b265","doi-asserted-by":"crossref","DOI":"10.1016\/j.tics.2023.08.011","article-title":"A goal-centric outlook on learning","author":"Molinaro","year":"2023","journal-title":"Trends Cogn. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b266","doi-asserted-by":"crossref","DOI":"10.1016\/j.neubiorev.2022.104736","article-title":"Anterior insula as a gatekeeper of executive control","volume":"139","author":"Molnar-Szakacs","year":"2022","journal-title":"Neurosci. Biobehav. Rev."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b267","doi-asserted-by":"crossref","first-page":"3156","DOI":"10.1038\/s41467-023-38709-w","article-title":"Task state representations in vmPFC mediate relevant and irrelevant value signals and their behavioral influence","volume":"14","author":"Moneta","year":"2023","journal-title":"Nat. Commun."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b268","doi-asserted-by":"crossref","first-page":"134","DOI":"10.1016\/S1364-6613(03)00028-7","article-title":"Task switching","volume":"7","author":"Monsell","year":"2003","journal-title":"Trends Cogn. Sci."},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b269","doi-asserted-by":"crossref","DOI":"10.1063\/1.4931570","article-title":"Networkcontrology","volume":"25","author":"Motter","year":"2015","journal-title":"Chaos: An Interdiscip. J. Nonlinear Sci."},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b270","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pcbi.1005076","article-title":"Stimulation-based control of dynamic brain networks","volume":"12","author":"Muldoon","year":"2016","journal-title":"PLoS Comput. Biol."},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b271","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1038\/nrn.2018.20","article-title":"Cortical travelling waves: mechanisms and computational principles","volume":"19","author":"Muller","year":"2018","journal-title":"Nature Rev. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b272","first-page":"571","article-title":"The development of executive function","volume":"vol. 2","author":"M\u00fcller","year":"2015"},{"issue":"10","key":"10.1016\/j.neubiorev.2026.106909_b273","doi-asserted-by":"crossref","first-page":"453","DOI":"10.1016\/j.tics.2011.07.011","article-title":"A unified framework for inhibitory control","volume":"15","author":"Munakata","year":"2011","journal-title":"Trends Cogn. Sci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b274","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1146\/annurev-devpsych-121318-085005","article-title":"Executive functions in social context: Implications for conceptualizing, measuring, and supporting developmental trajectories","volume":"3","author":"Munakata","year":"2021","journal-title":"Annu. Rev. Dev. Psychol."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b275","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1177\/0963721412436807","article-title":"Developing cognitive control: Three key transitions","volume":"21","author":"Munakata","year":"2012","journal-title":"Curr. Dir. Psychol. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b276","doi-asserted-by":"crossref","first-page":"229","DOI":"10.1016\/j.conb.2019.09.011","article-title":"Harnessing behavioral diversity to understand neural computations for cognition","volume":"58","author":"Musall","year":"2019","journal-title":"Curr. Opin. Neurobiol."},{"key":"10.1016\/j.neubiorev.2026.106909_b277","article-title":"Examining cognitive flexibility and stability through the lens of dynamical systems","volume":"57","author":"Musslick","year":"2024","journal-title":"Curr. Opin. Behav. Sci."},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b278","doi-asserted-by":"crossref","first-page":"757","DOI":"10.1016\/j.tics.2021.06.001","article-title":"Rationalizing constraints on the capacity for cognitive control","volume":"25","author":"Musslick","year":"2021","journal-title":"Trends Cogn. Sci."},{"issue":"12","key":"10.1016\/j.neubiorev.2026.106909_b279","doi-asserted-by":"crossref","first-page":"1888","DOI":"10.1038\/nn.3549","article-title":"Common medial frontal mechanisms of adaptive control in humans and rodents","volume":"16","author":"Narayanan","year":"2013","journal-title":"Nature Neurosci."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b280","doi-asserted-by":"crossref","first-page":"959","DOI":"10.1037\/a0032626","article-title":"How do people adhere to goals when willpower is low? The profits (and pitfalls) of strong habits","volume":"104","author":"Neal","year":"2013","journal-title":"J. Pers. Soc. Psychol."},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b281","doi-asserted-by":"crossref","first-page":"490","DOI":"10.1111\/j.1467-9280.2008.02114.x","article-title":"Dissociable interference-control processes in perception and memory","volume":"19","author":"Nee","year":"2008","journal-title":"Psychol. Sci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b282","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3758\/CABN.7.1.1","article-title":"Interference resolution: insights from a meta-analysis of neuroimaging tasks","volume":"7","author":"Nee","year":"2007","journal-title":"Cogn. Affect. & Behav. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b283","doi-asserted-by":"crossref","first-page":"241","DOI":"10.3758\/s13415-011-0083-5","article-title":"Meta-analytic evidence for a superordinate cognitive control network subserving diverse executive functions","volume":"12","author":"Niendam","year":"2012","journal-title":"Cogn. Affect. & Behav. Neurosci."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b284","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1111\/jcpp.12675","article-title":"Annual Research Review: On the relations among self-regulation, self-control, executive functioning, effortful control, cognitive control, impulsivity, risk-taking, and inhibition for developmental psychopathology","volume":"58","author":"Nigg","year":"2017","journal-title":"J. Child Psychol. Psychiatry"},{"key":"10.1016\/j.neubiorev.2026.106909_b285","series-title":"The tip of the iceberg: a call to embrace anti-localizationism in human neuroscience research","author":"Noble","year":"2023"},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b286","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1016\/j.conb.2010.02.003","article-title":"Top-down control of visual attention","volume":"20","author":"Noudoost","year":"2010","journal-title":"Curr. Opin. Neurobiol."},{"key":"10.1016\/j.neubiorev.2026.106909_b287","series-title":"Is the brain macroscopically linear? A system identification of resting state dynamics","author":"Nozari","year":"2020"},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b288","doi-asserted-by":"crossref","first-page":"242","DOI":"10.1016\/j.tics.2005.03.010","article-title":"The cognitive control of emotion","volume":"9","author":"Ochsner","year":"2005","journal-title":"Trends Cogn. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b289","series-title":"The Neural Bases of Emotion and Emotion Regulation: A Valuation Perspective","author":"Ochsner","year":"2014"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b290","doi-asserted-by":"crossref","first-page":"E1","DOI":"10.1111\/j.1749-6632.2012.06751.x","article-title":"Functional imaging studies of emotion regulation: a synthetic review and evolving model of the cognitive control of emotion","volume":"1251","author":"Ochsner","year":"2012","journal-title":"Ann. New York Acad. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b291","doi-asserted-by":"crossref","first-page":"42","DOI":"10.2307\/591050","article-title":"The disciplinary society: from Weber to Foucault","author":"O\u2019Neill","year":"1986","journal-title":"Br. J. Sociol."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b292","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1162\/089976606775093909","article-title":"Making working memory work: a computational model of learning in the prefrontal cortex and basal ganglia","volume":"18","author":"O\u2019Reilly","year":"2006","journal-title":"Neural Comput."},{"key":"10.1016\/j.neubiorev.2026.106909_b293","first-page":"91","article-title":"The leabra cognitive architecture: How to play 20 principles with nature","volume":"91","author":"O\u2019Reilly","year":"2016","journal-title":"Oxf. Handb. Cogn. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b294","article-title":"Why is cognitive effort experienced as costly?","author":"Otto","year":"2025","journal-title":"Trends Cogn. Sci."},{"issue":"2\u20133","key":"10.1016\/j.neubiorev.2026.106909_b295","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1080\/1047840X.2017.1337406","article-title":"An identity-based motivation framework for self-regulation","volume":"28","author":"Oyserman","year":"2017","journal-title":"Psychol. Inq."},{"issue":"11","key":"10.1016\/j.neubiorev.2026.106909_b296","doi-asserted-by":"crossref","first-page":"3419","DOI":"10.1162\/jocn_a_00011","article-title":"Reward reduces conflict by enhancing attentional control and biasing visual cortical processing","volume":"23","author":"Padmala","year":"2011","journal-title":"J. Cogn. Neurosci."},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b297","doi-asserted-by":"crossref","first-page":"603","DOI":"10.1521\/jscp.23.5.603.50748","article-title":"Strengths of character and well-being","volume":"23","author":"Park","year":"2004","journal-title":"J. Soc. Clin. Psychol."},{"key":"10.1016\/j.neubiorev.2026.106909_b298","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1146\/annurev.psych.59.103006.093656","article-title":"The adaptive brain: aging and neurocognitive scaffolding","volume":"60","author":"Park","year":"2009","journal-title":"Annu. Rev. Psychol."},{"key":"10.1016\/j.neubiorev.2026.106909_b299","doi-asserted-by":"crossref","DOI":"10.7554\/eLife.104475","article-title":"Cognitive control of behavior and hippocampal information processing without medial prefrontal cortex","volume":"13","author":"Park","year":"2025","journal-title":"ELife"},{"key":"10.1016\/j.neubiorev.2026.106909_b300","doi-asserted-by":"crossref","first-page":"3721","DOI":"10.1038\/s41596-024-01023-w","article-title":"Using network control theory to study the dynamics of the structural connectome","volume":"19","author":"Parkes","year":"2024","journal-title":"Nat Protoc."},{"issue":"50","key":"10.1016\/j.neubiorev.2026.106909_b301","doi-asserted-by":"crossref","first-page":"eadd2185","DOI":"10.1126\/sciadv.add2185","article-title":"Asymmetric signaling across the hierarchy of cytoarchitecture within the human connectome","volume":"8","author":"Parkes","year":"2022","journal-title":"Sci. Adv."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b302","doi-asserted-by":"crossref","first-page":"409","DOI":"10.1016\/j.biopsych.2021.03.016","article-title":"Network controllability in transmodal cortex predicts positive psychosis spectrum symptoms","volume":"90","author":"Parkes","year":"2021","journal-title":"Biol. Psychiatry"},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b303","doi-asserted-by":"crossref","first-page":"1359","DOI":"10.1016\/j.neuron.2013.10.057","article-title":"The will to persevere induced by electrical stimulation of the human cingulate gyrus","volume":"80","author":"Parvizi","year":"2013","journal-title":"Neuron"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b304","doi-asserted-by":"crossref","first-page":"1091","DOI":"10.1162\/netn_a_00157","article-title":"Path-dependent connectivity, not modularity, consistently predicts controllability of structural brain networks","volume":"4","author":"Patankar","year":"2020","journal-title":"Netw. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b305","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"10.1016\/j.neubiorev.2026.106909_b306","article-title":"The graph-tool python library","author":"Peixoto","year":"2014","journal-title":"Figshare"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b307","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1016\/j.tics.2009.01.006","article-title":"How do emotion and motivation direct executive control?","volume":"13","author":"Pessoa","year":"2009","journal-title":"Trends Cogn. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b308","doi-asserted-by":"crossref","first-page":"392","DOI":"10.1002\/9781118920497.ch22","article-title":"Cognitive control and emotional processing","author":"Pessoa","year":"2017","journal-title":"Wiley Handb. Cogn. Control."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b309","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1162\/jocn_a_01908","article-title":"The entangled brain","volume":"35","author":"Pessoa","year":"2023","journal-title":"J. Cogn. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b310","series-title":"The Better Angels of Our Nature: Why Violence Has Declined","author":"Pinker","year":"2012"},{"key":"10.1016\/j.neubiorev.2026.106909_b311","first-page":"1132","article-title":"Civics: Building a dataset for examining culturally-informed values in large language models","volume":"vol. 7","author":"Pistilli","year":"2024"},{"key":"10.1016\/j.neubiorev.2026.106909_b312","series-title":"Phaedrus","author":"Plato","year":"1952"},{"issue":"22","key":"10.1016\/j.neubiorev.2026.106909_b313","doi-asserted-by":"crossref","first-page":"5356","DOI":"10.1523\/JNEUROSCI.3880-04.2005","article-title":"The neural correlates of motor skill automaticity","volume":"25","author":"Poldrack","year":"2005","journal-title":"J. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b314","series-title":"Behavior: The Control of Perception","author":"Powers","year":"1973"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b315","doi-asserted-by":"crossref","first-page":"528","DOI":"10.1111\/tops.12562","article-title":"Resource-rational models of human goal pursuit","volume":"14","author":"Prystawski","year":"2022","journal-title":"Top. Cogn. Sci."},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b316","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0182980","article-title":"A pre-registered naturalistic observation of within domain mental fatigue and domain-general depletion of self-control","volume":"12","author":"Randles","year":"2017","journal-title":"PLoS One"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b317","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1002\/(SICI)1099-0771(199912)12:4<257::AID-BDM327>3.0.CO;2-6","article-title":"Mixing virtue and vice: Combining the immediacy effect and the diversification heuristic","volume":"12","author":"Read","year":"1999","journal-title":"J. Behav. Decis. Mak."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b318","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1007\/s11065-014-9270-9","article-title":"How does it STAC up? Revisiting the scaffolding theory of aging and cognition","volume":"24","author":"Reuter-Lorenz","year":"2014","journal-title":"Neuropsychol. Rev."},{"key":"10.1016\/j.neubiorev.2026.106909_b319","series-title":"Voluntary Attention","author":"Ribot","year":"1911"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b320","doi-asserted-by":"crossref","first-page":"1775","DOI":"10.1038\/s41598-024-52203-3","article-title":"Neural signatures of emotion regulation","volume":"14","author":"Rieck","year":"2024","journal-title":"Sci. Rep."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b321","doi-asserted-by":"crossref","first-page":"569","DOI":"10.1162\/jocn_a_01822","article-title":"Cognitive control as a multivariate optimization problem","volume":"34","author":"Ritz","year":"2022","journal-title":"J. Cogn. Neurosci."},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b322","doi-asserted-by":"crossref","first-page":"945","DOI":"10.1038\/s41562-024-01826-7","article-title":"Orthogonal neural encoding of targets and distractors supports multivariate cognitive control","volume":"8","author":"Ritz","year":"2024","journal-title":"Nat. Hum. Behav."},{"key":"10.1016\/j.neubiorev.2026.106909_b323","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1016\/j.cobeha.2020.10.003","article-title":"The role of executive function in shaping reinforcement learning","volume":"38","author":"Rmus","year":"2021","journal-title":"Curr. Opin. Behav. Sci."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b324","doi-asserted-by":"crossref","first-page":"324","DOI":"10.1037\/bul0000227","article-title":"Self-regulation in childhood as a predictor of future outcomes: A meta-analytic review","volume":"146","author":"Robson","year":"2020","journal-title":"Psychol. Bull."},{"key":"10.1016\/j.neubiorev.2026.106909_b325","doi-asserted-by":"crossref","first-page":"178","DOI":"10.1016\/j.jpsychires.2021.02.051","article-title":"Regulatory focus and the p factor: Evidence for self-regulatory dysfunction as a transdiagnostic feature of general psychopathology","volume":"137","author":"Romer","year":"2021","journal-title":"J. Psychiatr. Res."},{"key":"10.1016\/j.neubiorev.2026.106909_b326","article-title":"Explanation in biology","author":"Ross","year":"2025","journal-title":"Elem. Philosophy Biol."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b327","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1037\/h0092976","article-title":"Generalized expectancies for internal versus external control of reinforcement","volume":"80","author":"Rotter","year":"1966","journal-title":"Psychol. Monogr.: Gen. Appl."},{"issue":"20","key":"10.1016\/j.neubiorev.2026.106909_b328","doi-asserted-by":"crossref","first-page":"7338","DOI":"10.1073\/pnas.0502455102","article-title":"Prefrontal cortex and flexible cognitive control: Rules without symbols","volume":"102","author":"Rougier","year":"2005","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"24","key":"10.1016\/j.neubiorev.2026.106909_b329","doi-asserted-by":"crossref","DOI":"10.1073\/pnas.2219557120","article-title":"Topological insights into the neural basis of flexible behavior","volume":"120","author":"Rouse","year":"2023","journal-title":"Proc. Natl. Acad. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b330","series-title":"Circular and Unified Analysis in Network Neuroscience","author":"Rubinov","year":"2022"},{"key":"10.1016\/j.neubiorev.2026.106909_b331","series-title":"Autonomy, Relatedness, and the Self: Their Relation to Development and Psychopathology","author":"Ryan","year":"1995"},{"issue":"3\u201333","key":"10.1016\/j.neubiorev.2026.106909_b332","first-page":"36","article-title":"Overview of self-determination theory: An organismic dialectical perspective","volume":"2","author":"Ryan","year":"2002","journal-title":"Handb. Self-Determination Res."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b333","doi-asserted-by":"crossref","first-page":"32032","DOI":"10.1038\/s41598-024-83696-7","article-title":"The brain selectively allocates energy to functional brain networks under cognitive control","volume":"14","author":"Saberi","year":"2024","journal-title":"Sci. Rep."},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b334","doi-asserted-by":"crossref","first-page":"2763","DOI":"10.1093\/cercor\/bhu072","article-title":"Functional characterization of the cingulo-opercular network in the maintenance of tonic alertness","volume":"25","author":"Sadaghiani","year":"2015","journal-title":"Cerebral Cortex"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b335","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1146\/annurev.neuro.051508.135256","article-title":"Emotion, cognition, and mental state representation in amygdala and prefrontal cortex","volume":"33","author":"Salzman","year":"2010","journal-title":"Annu. Rev. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b336","series-title":"Goal-Directed Behavior","first-page":"49","article-title":"The neuroscience of goal-directed behavior","author":"Satpute","year":"2012"},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b337","doi-asserted-by":"crossref","DOI":"10.1073\/pnas.2006436118","article-title":"Time-evolving controllability of effective connectivity networks during seizure progression","volume":"118","author":"Scheid","year":"2021","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"45","key":"10.1016\/j.neubiorev.2026.106909_b338","doi-asserted-by":"crossref","first-page":"11517","DOI":"10.1523\/JNEUROSCI.2265-08.2008","article-title":"From fear to safety and back: reversal of fear in the human brain","volume":"28","author":"Schiller","year":"2008","journal-title":"J. Neurosci."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b339","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1016\/j.biopsych.2022.09.002","article-title":"The temporal dynamics of emotion regulation in subjects with major depression and healthy control subjects","volume":"93","author":"Schneck","year":"2023","journal-title":"Biol. Psychiatry"},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b340","doi-asserted-by":"crossref","first-page":"1402","DOI":"10.1016\/j.neuron.2016.08.019","article-title":"Human orbitofrontal cortex represents a cognitive map of state space","volume":"91","author":"Schuck","year":"2016","journal-title":"Neuron"},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b341","doi-asserted-by":"crossref","first-page":"917","DOI":"10.1038\/s41562-024-01814-x","article-title":"Dynamic computational phenotyping of human cognition","volume":"8","author":"Schurr","year":"2024","journal-title":"Nat. Hum. Behav."},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b342","doi-asserted-by":"crossref","first-page":"2349","DOI":"10.1523\/JNEUROSCI.5587-06.2007","article-title":"Dissociable intrinsic connectivity networks for salience processing and executive control","volume":"27","author":"Seeley","year":"2007","journal-title":"J. Neurosci."},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b343","doi-asserted-by":"crossref","first-page":"557","DOI":"10.1038\/s41583-023-00718-5","article-title":"Brain network communication: concepts, models and applications","volume":"24","author":"Seguin","year":"2023","journal-title":"Nature Rev. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b344","doi-asserted-by":"crossref","DOI":"10.1016\/j.biopsycho.2021.108242","article-title":"Interoception as modeling, allostasis as control","volume":"167","author":"Sennesh","year":"2022","journal-title":"Biol. Psychol."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b345","doi-asserted-by":"crossref","first-page":"154","DOI":"10.1038\/nrn2994","article-title":"The integration of negative affect, pain and cognitive control in the cingulate cortex","volume":"12","author":"Shackman","year":"2011","journal-title":"Nature Rev. Neurosci."},{"issue":"14","key":"10.1016\/j.neubiorev.2026.106909_b346","doi-asserted-by":"crossref","first-page":"1929","DOI":"10.1016\/j.cub.2016.05.065","article-title":"Effort, reward, and vigor in decision-making and motor control","volume":"26","author":"Shadmehr","year":"2016","journal-title":"Curr. Biol.: CB"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b347","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1037\/0022-3514.73.3.447","article-title":"Expectancy\u00d7 value effects: Regulatory focus as determinant of magnitude and direction","volume":"73","author":"Shah","year":"1997","journal-title":"J. Pers. Soc. Psychol."},{"key":"10.1016\/j.neubiorev.2026.106909_b348","doi-asserted-by":"crossref","DOI":"10.1016\/j.tics.2024.08.003","article-title":"The affective gradient hypothesis: an affect-centered account of motivated behavior","author":"Shenhav","year":"2024","journal-title":"Trends Cogn. Sci."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b349","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1016\/j.neuron.2013.07.007","article-title":"The expected value of control: an integrative theory of anterior cingulate cortex function","volume":"79","author":"Shenhav","year":"2013","journal-title":"Neuron"},{"issue":"10","key":"10.1016\/j.neubiorev.2026.106909_b350","doi-asserted-by":"crossref","first-page":"1286","DOI":"10.1038\/nn.4384","article-title":"Dorsal anterior cingulate cortex and the value of control","volume":"19","author":"Shenhav","year":"2016","journal-title":"Nature Neurosci."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b351","doi-asserted-by":"crossref","first-page":"633","DOI":"10.1038\/s41467-020-20371-1","article-title":"Measurement, manipulation and modeling of brain-wide neural population dynamics","volume":"12","author":"Shenoy","year":"2021","journal-title":"Nat. Commun."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b352","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1038\/s41593-018-0312-0","article-title":"Human cognition involves the dynamic integration of neural activity and neuromodulatory systems","volume":"22","author":"Shine","year":"2019","journal-title":"Nature Neurosci."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b353","doi-asserted-by":"crossref","first-page":"1081","DOI":"10.1037\/rev0000372","article-title":"An integrative effort: Bridging motivational intensity theory and recent neurocomputational and neuronal models of effort and control allocation","volume":"130","author":"Silvestrini","year":"2023","journal-title":"Psychol Rev"},{"key":"10.1016\/j.neubiorev.2026.106909_b354","series-title":"Administrative Behavior","author":"Simon","year":"2013"},{"key":"10.1016\/j.neubiorev.2026.106909_b355","series-title":"LSD flattens the brain\u2019s energy landscape: evidence from receptor-informed network control theory","author":"Singleton","year":"2021"},{"issue":"11","key":"10.1016\/j.neubiorev.2026.106909_b356","doi-asserted-by":"crossref","first-page":"867","DOI":"10.1038\/s41562-018-0461-x","article-title":"A systematic review and meta-analysis of effects of early life non-cognitive skills on academic, psychosocial, cognitive and health outcomes","volume":"2","author":"Smithers","year":"2018","journal-title":"Nat. Hum. Behav."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b357","doi-asserted-by":"crossref","first-page":"236","DOI":"10.1016\/j.conb.2010.01.006","article-title":"Developmental neurobiology of cognitive control and motivational systems","volume":"20","author":"Somerville","year":"2010","journal-title":"Curr. Opin. Neurobiol."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b358","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pcbi.1004792","article-title":"Training excitatory-inhibitory recurrent neural networks for cognitive tasks: a simple and flexible framework","volume":"12","author":"Song","year":"2016","journal-title":"PLoS Comput. Biol."},{"key":"10.1016\/j.neubiorev.2026.106909_b359","series-title":"Predicting race and ethnicity from the sequence of characters in a name","author":"Sood","year":"2018"},{"issue":"9","key":"10.1016\/j.neubiorev.2026.106909_b360","doi-asserted-by":"crossref","first-page":"796","DOI":"10.1016\/j.tics.2022.06.005","article-title":"Cognitive control and dishonesty","volume":"26","author":"Speer","year":"2022","journal-title":"Trends Cogn. Sci."},{"issue":"42","key":"10.1016\/j.neubiorev.2026.106909_b361","doi-asserted-by":"crossref","first-page":"14108","DOI":"10.1523\/JNEUROSCI.2815-14.2014","article-title":"Goal-congruent default network activity facilitates cognitive control","volume":"34","author":"Spreng","year":"2014","journal-title":"J. Neurosci."},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b362","doi-asserted-by":"crossref","first-page":"1112","DOI":"10.1162\/jocn.2009.21282","article-title":"Patterns of brain activity supporting autobiographical memory, prospection, and theory of mind, and their relationship to the default mode network","volume":"22","author":"Spreng","year":"2010","journal-title":"J. Cogn. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b363","doi-asserted-by":"crossref","DOI":"10.1016\/j.neuroimage.2022.119250","article-title":"The expanding horizons of network neuroscience: From description to prediction and control","volume":"258","author":"Srivastava","year":"2022","journal-title":"Neuroimage"},{"key":"10.1016\/j.neubiorev.2026.106909_b364","series-title":"Structural underpinnings of control in multiplex networks","author":"Srivastava","year":"2021"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b365","doi-asserted-by":"crossref","first-page":"1122","DOI":"10.1162\/netn_a_00158","article-title":"Models of communication and control for brain networks: distinctions, convergence, and future outlook","volume":"4","author":"Srivastava","year":"2020","journal-title":"Netw. Neurosci."},{"issue":"15","key":"10.1016\/j.neubiorev.2026.106909_b366","doi-asserted-by":"crossref","first-page":"R744","DOI":"10.1016\/j.cub.2024.07.026","article-title":"Neuroscience: A bottom-up mechanism for cognitive control?","volume":"34","author":"Stalnaker","year":"2024","journal-title":"Curr. Biol."},{"key":"10.1016\/j.neubiorev.2026.106909_b367","series-title":"Routledge Handbook of Bounded Rationality","first-page":"196","article-title":"Why humans are cognitive misers and what it means for the great rationality debate","author":"Stanovich","year":"2020"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b368","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1016\/j.physbeh.2011.06.004","article-title":"Allostasis: a model of predictive regulation","volume":"106","author":"Sterling","year":"2012","journal-title":"Physiol. Behav."},{"key":"10.1016\/j.neubiorev.2026.106909_b369","series-title":"Principles of Neural Design","author":"Sterling","year":"2015"},{"issue":"10","key":"10.1016\/j.neubiorev.2026.106909_b370","doi-asserted-by":"crossref","first-page":"2554","DOI":"10.1016\/j.celrep.2019.08.008","article-title":"White matter network architecture guides direct electrical stimulation through optimal state transitions","volume":"28","author":"Stiso","year":"2019","journal-title":"Cell Rep."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b371","doi-asserted-by":"crossref","first-page":"13830","DOI":"10.1038\/s41598-023-40648-x","article-title":"Formalizing psychological interventions through network control theory","volume":"13","author":"Stocker","year":"2023","journal-title":"Sci. Rep."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b372","doi-asserted-by":"crossref","first-page":"364","DOI":"10.1016\/j.neuron.2013.01.039","article-title":"Dynamic coding for cognitive control in prefrontal cortex","volume":"78","author":"Stokes","year":"2013","journal-title":"Neuron"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b373","doi-asserted-by":"crossref","first-page":"656","DOI":"10.1038\/s41467-024-44900-4","article-title":"Connectome-based reservoir computing with the conn2res toolbox","volume":"15","author":"Su\u00e1rez","year":"2024","journal-title":"Nat. Commun."},{"key":"10.1016\/j.neubiorev.2026.106909_b374","doi-asserted-by":"crossref","first-page":"RP99957","DOI":"10.7554\/eLife.99957","article-title":"The value of initiating a pursuit in temporal decision-making","volume":"13","author":"Sutlief","year":"2025","journal-title":"Elife"},{"key":"10.1016\/j.neubiorev.2026.106909_b375","series-title":"Habit learning supported by efficiently controlled network dynamics in naive macaque monkeys","author":"Szymula","year":"2020"},{"key":"10.1016\/j.neubiorev.2026.106909_b376","article-title":"Tracking the dynamics of the stream of thought reveals its function","author":"Tamir","year":"2025","journal-title":"Technol. Mind, Behav."},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b377","doi-asserted-by":"crossref","DOI":"10.1103\/RevModPhys.90.031003","article-title":"Colloquium: Control of dynamics in brain networks","volume":"90","author":"Tang","year":"2018","journal-title":"Rev. Modern Phys."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b378","doi-asserted-by":"crossref","first-page":"1252","DOI":"10.1038\/s41467-017-01254-4","article-title":"Developmental increases in white matter network controllability support a growing diversity of brain dynamics","volume":"8","author":"Tang","year":"2017","journal-title":"Nat. Commun."},{"key":"10.1016\/j.neubiorev.2026.106909_b379","series-title":"The Principles of Scientific Management","author":"Taylor","year":"1919"},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b380","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1007\/s12160-009-9101-z","article-title":"Heart rate variability, prefrontal neural function, and cognitive performance: the neurovisceral integration perspective on self-regulation, adaptation, and health","volume":"37","author":"Thayer","year":"2009","journal-title":"Ann. Behav. Med."},{"key":"10.1016\/j.neubiorev.2026.106909_b381","doi-asserted-by":"crossref","DOI":"10.1016\/j.neuron.2025.09.028","article-title":"It\u2019s not the thought that counts: Allostasis at the core of brain function","author":"Theriault","year":"2025","journal-title":"Neuron"},{"issue":"6","key":"10.1016\/j.neubiorev.2026.106909_b382","doi-asserted-by":"crossref","first-page":"1633","DOI":"10.1177\/17456916211064896","article-title":"The \u201ceffort elephant\u201d in the room: What is effort, anyway?","volume":"17","author":"Thomson","year":"2022","journal-title":"Perspect. Psychol. Sci."},{"issue":"11","key":"10.1016\/j.neubiorev.2026.106909_b383","doi-asserted-by":"crossref","first-page":"1226","DOI":"10.1038\/nn963","article-title":"Optimal feedback control as a theory of motor coordination","volume":"5","author":"Todorov","year":"2002","journal-title":"Nature Neurosci."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b384","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1037\/h0061626","article-title":"Cognitive maps in rats and men","volume":"55","author":"Tolman","year":"1948","journal-title":"Psychol Rev"},{"key":"10.1016\/j.neubiorev.2026.106909_b385","series-title":"Purposive Behavior in Animals and Men","author":"Tolman","year":"1951"},{"key":"10.1016\/j.neubiorev.2026.106909_b386","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1016\/j.cortex.2019.09.011","article-title":"The tenacious brain: How the anterior mid-cingulate contributes to achieving goals","volume":"123","author":"Touroutoglou","year":"2020","journal-title":"Cortex"},{"issue":"1758","key":"10.1016\/j.neubiorev.2026.106909_b387","doi-asserted-by":"crossref","DOI":"10.1098\/rstb.2017.0372","article-title":"Caenorhabditis elegans and the network control framework\u2014FAQs","volume":"373","author":"Towlson","year":"2018","journal-title":"Phil. Trans. R. Soc. B"},{"key":"10.1016\/j.neubiorev.2026.106909_b388","series-title":"Thesaurus of Psychological Index Terms","author":"Tuleya","year":"2007"},{"issue":"3","key":"10.1016\/j.neubiorev.2026.106909_b389","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1038\/s41583-021-00428-w","article-title":"Cognitive and behavioural flexibility: neural mechanisms and clinical considerations","volume":"22","author":"Uddin","year":"2021","journal-title":"Nature Rev. Neurosci."},{"issue":"28","key":"10.1016\/j.neubiorev.2026.106909_b390","doi-asserted-by":"crossref","first-page":"11372","DOI":"10.1073\/pnas.1203593109","article-title":"High-cost, high-capacity backbone for global brain communication","volume":"109","author":"Van Den Heuvel","year":"2012","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"39","key":"10.1016\/j.neubiorev.2026.106909_b391","doi-asserted-by":"crossref","first-page":"24590","DOI":"10.1073\/pnas.2013432117","article-title":"Goal-directed and stimulus-driven selection of internal representations","volume":"117","author":"van Ede","year":"2020","journal-title":"Proc. Natl. Acad. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b392","series-title":"APA Dictionary of Psychology","author":"VandenBos","year":"2007"},{"key":"10.1016\/j.neubiorev.2026.106909_b393","series-title":"APA College Dictionary of Psychology","author":"VandenBos","year":"2009"},{"key":"10.1016\/j.neubiorev.2026.106909_b394","article-title":"Gendered citation practices in the field of communication","author":"Wang","year":"2021","journal-title":"Ann. Int. Commun. Assoc."},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b395","doi-asserted-by":"crossref","first-page":"1368","DOI":"10.1073\/pnas.0305337101","article-title":"Division of labor among distinct subtypes of inhibitory neurons in a cortical microcircuit of working memory","volume":"101","author":"Wang","year":"2004","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"13","key":"10.1016\/j.neubiorev.2026.106909_b396","doi-asserted-by":"crossref","first-page":"3909","DOI":"10.1002\/hbm.25892","article-title":"Alterations in white matter network dynamics in patients with schizophrenia and bipolar disorder","volume":"43","author":"Wang","year":"2022","journal-title":"Hum. Brain Mapp."},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b397","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.106.014401","article-title":"Information content of brain states is explained by structural constraints on state energetics","volume":"106","author":"Weninger","year":"2022","journal-title":"Phys. Rev. E"},{"key":"10.1016\/j.neubiorev.2026.106909_b398","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780197500941.003.0003","article-title":"The developmental and cultural origins of our beliefs about self-control","author":"Wente","year":"2020","journal-title":"Surround. Self-Control"},{"key":"10.1016\/j.neubiorev.2026.106909_b399","article-title":"Motivational dynamics of self-control","volume":"59","author":"Werner","year":"2024","journal-title":"Curr. Opin. Psychol."},{"key":"10.1016\/j.neubiorev.2026.106909_b400","doi-asserted-by":"crossref","first-page":"395","DOI":"10.3758\/s13415-015-0334-y","article-title":"Cognitive effort: A neuroeconomic approach","volume":"15","author":"Westbrook","year":"2015","journal-title":"Cogn. Affect. & Behav. Neurosci."},{"issue":"6484","key":"10.1016\/j.neubiorev.2026.106909_b401","doi-asserted-by":"crossref","first-page":"1362","DOI":"10.1126\/science.aaz5891","article-title":"Dopamine promotes cognitive effort by biasing the benefits versus costs of cognitive work","volume":"367","author":"Westbrook","year":"2020","journal-title":"Science"},{"issue":"5","key":"10.1016\/j.neubiorev.2026.106909_b402","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1037\/h0040934","article-title":"Motivation reconsidered: the concept of competence","volume":"66","author":"White","year":"1959","journal-title":"Psychol Rev"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b403","doi-asserted-by":"crossref","first-page":"1536","DOI":"10.1038\/s41467-019-09557-4","article-title":"Deep brain stimulation of the internal capsule enhances human cognitive control and prefrontal cortex function","volume":"10","author":"Widge","year":"2019","journal-title":"Nat. Commun."},{"key":"10.1016\/j.neubiorev.2026.106909_b404","series-title":"Cybernetics or Control and Communication in the Animal and the Machine","author":"Wiener","year":"2019"},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b405","doi-asserted-by":"crossref","first-page":"657","DOI":"10.1523\/JNEUROSCI.1096-21.2021","article-title":"Language recovery after brain injury: A structural network control theory study","volume":"42","author":"Wilmskoetter","year":"2022","journal-title":"J. Neurosci."},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b406","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1016\/j.neuron.2013.11.005","article-title":"Orbitofrontal cortex as a cognitive map of task space","volume":"81","author":"Wilson","year":"2014","journal-title":"Neuron"},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b407","doi-asserted-by":"crossref","first-page":"590","DOI":"10.1177\/1745691621994226","article-title":"Habits and goals in human behavior: Separate but interacting systems","volume":"17","author":"Wood","year":"2022","journal-title":"Perspect. Psychol. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b408","doi-asserted-by":"crossref","first-page":"490","DOI":"10.1016\/j.neuroimage.2019.02.042","article-title":"Anterior insular cortex is a bottleneck of cognitive control","volume":"195","author":"Wu","year":"2019","journal-title":"NeuroImage"},{"key":"10.1016\/j.neubiorev.2026.106909_b409","first-page":"1","article-title":"Semantic embeddings reveal and address taxonomic incommensurability in psychological measurement","author":"Wulff","year":"2025","journal-title":"Nat. Hum. Behav."},{"issue":"7677","key":"10.1016\/j.neubiorev.2026.106909_b410","doi-asserted-by":"crossref","first-page":"519","DOI":"10.1038\/nature24056","article-title":"Network control principles predict neuron function in the caenorhabditis elegans connectome","volume":"550","author":"Yan","year":"2017","journal-title":"Nature"},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b411","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1038\/s41593-018-0310-2","article-title":"Task representations in neural networks trained to perform many cognitive tasks","volume":"22","author":"Yang","year":"2019","journal-title":"Nature Neurosci."},{"issue":"8","key":"10.1016\/j.neubiorev.2026.106909_b412","doi-asserted-by":"crossref","first-page":"665","DOI":"10.1038\/nmeth.1635","article-title":"Large-scale automated synthesis of human functional neuroimaging data","volume":"8","author":"Yarkoni","year":"2011","journal-title":"Nature Methods"},{"key":"10.1016\/j.neubiorev.2026.106909_b413","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1016\/j.cobeha.2017.11.009","article-title":"Interactions of motivation and cognitive control","volume":"19","author":"Yee","year":"2018","journal-title":"Curr. Opin. Behav. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b414","series-title":"Computational Psychiatry: A Primer","first-page":"83","article-title":"Computational models of cognitive control: past and current approaches","author":"Yee","year":"2020"},{"key":"10.1016\/j.neubiorev.2026.106909_b415","series-title":"The Cambridge Handbook of Computational Cognitive Sciences","first-page":"664","article-title":"Neurocomputational models of cognitive control","author":"Yee","year":"2023"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b416","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1146\/annurev-psych-010419-051101","article-title":"Event perception and memory","volume":"71","author":"Zacks","year":"2020","journal-title":"Annu. Rev. Psychol."},{"issue":"4","key":"10.1016\/j.neubiorev.2026.106909_b417","doi-asserted-by":"crossref","first-page":"354","DOI":"10.1111\/j.1750-8606.2012.00246.x","article-title":"Hot and cool executive function in childhood and adolescence: Development and plasticity","volume":"6","author":"Zelazo","year":"2012","journal-title":"Child Dev. Perspect."},{"key":"10.1016\/j.neubiorev.2026.106909_b418","first-page":"1","article-title":"Cortical and subcortical mapping of the human allostatic\u2013interoceptive system using 7 Tesla fMRI","author":"Zhang","year":"2025","journal-title":"Nature Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b419","article-title":"Neural dynamics underlying the persistence of perseverative thought in depression and anxiety","author":"Zhou","year":"2025","journal-title":"bioRxiv"},{"key":"10.1016\/j.neubiorev.2026.106909_b420","series-title":"Gender Diversity Statement and Code Notebook v1.0","author":"Zhou","year":"2020"},{"issue":"2","key":"10.1016\/j.neubiorev.2026.106909_b421","doi-asserted-by":"crossref","DOI":"10.1073\/pnas.2201074119","article-title":"Mindful attention promotes control of brain network dynamics for self-regulation and discontinues the past from the present","volume":"120","author":"Zhou","year":"2023","journal-title":"Proc. Natl. Acad. Sci."},{"key":"10.1016\/j.neubiorev.2026.106909_b422","series-title":"NeurIPS 2022 Workshop on Information-Theoretic Principles in Cognitive Systems","article-title":"Compression supports low-dimensional representations of behavior across neural circuits","author":"Zhou","year":"2022"},{"issue":"1","key":"10.1016\/j.neubiorev.2026.106909_b423","doi-asserted-by":"crossref","first-page":"234","DOI":"10.1162\/netn_a_00223","article-title":"Efficient coding in the economics of human brain connectomics","volume":"6","author":"Zhou","year":"2022","journal-title":"Netw. Neurosci."},{"key":"10.1016\/j.neubiorev.2026.106909_b424","series-title":"2023 Conference on Cognitive Computational Neuroscience","article-title":"Predictive coding from compression, control, and recurrence in human brain networks","author":"Zhou","year":"2023"},{"issue":"7","key":"10.1016\/j.neubiorev.2026.106909_b425","doi-asserted-by":"crossref","first-page":"2181","DOI":"10.1002\/hbm.25358","article-title":"Structural control energy of resting-state functional brain states reveals less cost-effective brain dynamics in psychosis vulnerability","volume":"42","author":"Z\u00f6ller","year":"2021","journal-title":"Hum. Brain Mapp."}],"container-title":["Neuroscience &amp; Biobehavioral Reviews"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0149763426003660?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0149763426003660?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,9,24]],"date-time":"2026-09-24T13:33:09Z","timestamp":1790256789000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0149763426003660"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,11]]},"references-count":425,"alternative-id":["S0149763426003660"],"URL":"https:\/\/doi.org\/10.1016\/j.neubiorev.2026.106909","relation":{},"ISSN":["0149-7634"],"issn-type":[{"value":"0149-7634","type":"print"}],"subject":[],"published":{"date-parts":[[2026,11]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Neural dynamics of cognitive control: Current tensions and future promise","name":"articletitle","label":"Article Title"},{"value":"Neuroscience & Biobehavioral Reviews","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.neubiorev.2026.106909","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Authors. Published by Elsevier Ltd.","name":"copyright","label":"Copyright"}],"article-number":"106909"}}