{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,27]],"date-time":"2026-10-27T21:59:12Z","timestamp":1793138352759,"version":"4.5.0"},"reference-count":58,"publisher":"Elsevier BV","issue":"7","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/100019180","name":"HORIZON EUROPE European Research Council","doi-asserted-by":"publisher","award":["ERC-2020-StG-949660"],"award-info":[{"award-number":["ERC-2020-StG-949660"]}],"id":[{"id":"10.13039\/100019180","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/T020970\/1"],"award-info":[{"award-number":["EP\/T020970\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010198","name":"Gobierno de Espa\u00f1a Ministerio de Ciencia e Innovaci\u00f3n","doi-asserted-by":"publisher","award":["PID2021-124829NB-I00"],"award-info":[{"award-number":["PID2021-124829NB-I00"]}],"id":[{"id":"10.13039\/501100010198","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000781","name":"European Research Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000781","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100019179","name":"Fundaci\u00f3n Bancaria Caixa d&apos;Estalvis i Pensions de Barcelona","doi-asserted-by":"publisher","award":["LCF\/PR\/HR21\/52410030"],"award-info":[{"award-number":["LCF\/PR\/HR21\/52410030"]}],"id":[{"id":"10.13039\/501100019179","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001807","name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100012007","name":"Rockefeller University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100012007","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007707","name":"University of California, Davis","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007707","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004837","name":"Ministerio de Ciencia e Innovaci\u00f3n","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004837","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000025","name":"National Institute of Mental Health","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000025","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008530","name":"European Regional Development Fund","doi-asserted-by":"publisher","award":["LCF\/BQ\/DR22\/11950026"],"award-info":[{"award-number":["LCF\/BQ\/DR22\/11950026"]}],"id":[{"id":"10.13039\/501100008530","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008530","name":"European Regional Development Fund","doi-asserted-by":"publisher","award":["100010434"],"award-info":[{"award-number":["100010434"]}],"id":[{"id":"10.13039\/501100008530","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["cell.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Neuron"],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1016\/j.neuron.2025.01.022","type":"journal-article","created":{"date-parts":[[2025,2,26]],"date-time":"2025-02-26T10:33:02Z","timestamp":1740565982000},"page":"1098-1109.e6","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":33,"title":["Cell-type-specific manifold analysis discloses independent geometric transformations in the hippocampal spatial code"],"prefix":"10.1016","volume":"113","author":[{"given":"Julio","family":"Esparza","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juan Pablo","family":"Quintanilla","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Elena","family":"Cid","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ana C.","family":"Medeiros","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juan A.","family":"Gallego","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liset Menendez","family":"de la Prida","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.neuron.2025.01.022_bib1","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1038\/nn.3304","article-title":"Memory, navigation and theta rhythm in the hippocampal-entorhinal system","volume":"16","author":"Buzs\u00e1ki","year":"2013","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib2","doi-asserted-by":"crossref","first-page":"1249","DOI":"10.1016\/j.cell.2020.10.024","article-title":"The Tolman-Eichenbaum machine: unifying space and relational memory through generalization in the hippocampal formation","volume":"183","author":"Whittington","year":"2020","journal-title":"Cell"},{"key":"10.1016\/j.neuron.2025.01.022_bib3","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1038\/s41583-021-00448-6","article-title":"Two views on the cognitive brain","volume":"22","author":"Barack","year":"2021","journal-title":"Nat. Rev. Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib4","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1016\/j.conb.2021.10.010","article-title":"Neural population geometry: an approach for understanding biological and artificial neural networks","volume":"70","author":"Chung","year":"2021","journal-title":"Curr. Opin. Neurobiol."},{"key":"10.1016\/j.neuron.2025.01.022_bib5","doi-asserted-by":"crossref","DOI":"10.1016\/j.conb.2022.102665","article-title":"Neural ensembles in navigation: from single cells to population codes","volume":"78","author":"Aery Jones","year":"2023","journal-title":"Curr. Opin. Neurobiol."},{"key":"10.1016\/j.neuron.2025.01.022_bib6","doi-asserted-by":"crossref","DOI":"10.1038\/s41467-019-12724-2","article-title":"Revealing neural correlates of behavior without behavioral measurements","volume":"10","author":"Rubin","year":"2019","journal-title":"Nat. Commun."},{"key":"10.1016\/j.neuron.2025.01.022_bib7","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1038\/s41586-021-03652-7","article-title":"Geometry of abstract learned knowledge in the hippocampus","volume":"595","author":"Nieh","year":"2021","journal-title":"Nature"},{"key":"10.1016\/j.neuron.2025.01.022_bib8","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1090\/bull\/1554","article-title":"What can topology tell us about the neural code?","volume":"54","author":"Curto","year":"2017","journal-title":"Bull. Am. Math. Soc."},{"key":"10.1016\/j.neuron.2025.01.022_bib9","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1038\/nature12160","article-title":"The importance of mixed selectivity in complex cognitive tasks","volume":"7451","author":"Rigotti","year":"2013","journal-title":"Nature"},{"key":"10.1016\/j.neuron.2025.01.022_bib10","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/j.conb.2018.04.013","article-title":"The hippocampus in depth: a sublayer-specific perspective of entorhinal\u2013hippocampal function","volume":"52","author":"Valero","year":"2018","journal-title":"Curr. Opin. Neurobiol."},{"key":"10.1016\/j.neuron.2025.01.022_bib11","doi-asserted-by":"crossref","DOI":"10.1016\/j.conb.2023.102800","article-title":"From cell types to population dynamics: making hippocampal manifolds physiologically interpretable","volume":"83","author":"Esparza","year":"2023","journal-title":"Curr. Opin. Neurobiol."},{"key":"10.1016\/j.neuron.2025.01.022_bib12","doi-asserted-by":"crossref","first-page":"823","DOI":"10.1523\/JNEUROSCI.16-02-00823.1996","article-title":"Binding of hippocampal CA1 neural activity to multiple reference frames in a landmark-based navigation task","volume":"16","author":"Gothard","year":"1996","journal-title":"J.\u00a0Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib13","doi-asserted-by":"crossref","first-page":"1342","DOI":"10.1126\/science.1232655","article-title":"Multi-sensory control of hippocampal spatiotemporal selectivity","volume":"340","author":"Ravassard","year":"2013","journal-title":"Science"},{"key":"10.1016\/j.neuron.2025.01.022_bib14","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1016\/j.conb.2019.11.005","article-title":"Egocentric and allocentric representations of space in the rodent brain","volume":"60","author":"Wang","year":"2020","journal-title":"Curr. Opin. Neurobiol."},{"key":"10.1016\/j.neuron.2025.01.022_bib15","doi-asserted-by":"crossref","DOI":"10.1016\/j.celrep.2023.112246","article-title":"Geometric transformation of cognitive maps for generalization across hippocampal-prefrontal circuits","volume":"42","author":"Tang","year":"2023","journal-title":"Cell Rep."},{"key":"10.1016\/j.neuron.2025.01.022_bib16","doi-asserted-by":"crossref","DOI":"10.1073\/pnas.2200800119","article-title":"Neural representational geometry underlies few-shot concept learning","volume":"119","author":"Sorscher","year":"2022","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"10.1016\/j.neuron.2025.01.022_bib17","doi-asserted-by":"crossref","DOI":"10.1126\/sciadv.adi4471","article-title":"Distinct manifold encoding of navigational information in the subiculum and hippocampus","volume":"10","author":"Nakai","year":"2024","journal-title":"Sci. Adv."},{"key":"10.1016\/j.neuron.2025.01.022_bib18","doi-asserted-by":"crossref","first-page":"1174","DOI":"10.1038\/nn.2894","article-title":"Hippocampal CA1 pyramidal cells form functionally distinct sublayers","volume":"14","author":"Mizuseki","year":"2011","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib19","doi-asserted-by":"crossref","first-page":"2217","DOI":"10.1038\/s41467-020-15840-6","article-title":"Multimodal determinants of phase-locked dynamics across deep-superficial hippocampal sublayers during theta oscillations","volume":"11","author":"Navas-Olive","year":"2020","journal-title":"Nat. Commun."},{"key":"10.1016\/j.neuron.2025.01.022_bib20","doi-asserted-by":"crossref","first-page":"652","DOI":"10.1016\/j.neuron.2016.06.020","article-title":"Sublayer-specific coding dynamics during spatial navigation and learning in hippocampal area CA1","volume":"91","author":"Danielson","year":"2016","journal-title":"Neuron"},{"key":"10.1016\/j.neuron.2025.01.022_bib21","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1016\/j.neuron.2020.10.034","article-title":"Subcircuits of deep and superficial CA1 place cells support efficient spatial coding across heterogeneous environments","volume":"109","author":"Sharif","year":"2021","journal-title":"Neuron"},{"key":"10.1016\/j.neuron.2025.01.022_bib22","doi-asserted-by":"crossref","first-page":"6766","DOI":"10.1523\/JNEUROSCI.3211-17.2018","article-title":"Differential representation of landmark and self-motion information along the CA1 radial axis: self-motion generated place fields shift toward landmarks during septal inactivation","volume":"38","author":"Fattahi","year":"2018","journal-title":"J.\u00a0Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib23","doi-asserted-by":"crossref","DOI":"10.1038\/ncomms14531","article-title":"Place cells are more strongly tied to landmarks in deep than in superficial CA1","volume":"8","author":"Geiller","year":"2017","journal-title":"Nat. Commun."},{"key":"10.1016\/j.neuron.2025.01.022_bib24","doi-asserted-by":"crossref","first-page":"1129","DOI":"10.1016\/j.neuron.2014.03.034","article-title":"Parvalbumin-positive basket cells differentiate among hippocampal pyramidal cells","volume":"82","author":"Lee","year":"2014","journal-title":"Neuron"},{"key":"10.1016\/j.neuron.2025.01.022_bib25","doi-asserted-by":"crossref","DOI":"10.1038\/s41467-022-27977-7","article-title":"Two opposing hippocampus to prefrontal cortex pathways for the control of approach and avoidance behaviour","volume":"13","author":"S\u00e1nchez-Bellot","year":"2022","journal-title":"Nat. Commun."},{"key":"10.1016\/j.neuron.2025.01.022_bib26","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1090\/S0273-0979-07-01191-3","article-title":"Barcodes: the persistent topology of data","volume":"45","author":"Ghrist","year":"2007","journal-title":"Bull. Am. Math. Soc."},{"key":"10.1016\/j.neuron.2025.01.022_bib27","doi-asserted-by":"crossref","first-page":"8918","DOI":"10.1073\/pnas.94.16.8918","article-title":"Experience-dependent, asymmetric expansion of hippocampal place fields","volume":"94","author":"Mehta","year":"1997","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"10.1016\/j.neuron.2025.01.022_bib28","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1038\/s41586-021-04268-7","article-title":"Toroidal topology of population activity in grid cells","volume":"7895","author":"Gardner","year":"2022","journal-title":"Nature"},{"key":"10.1016\/j.neuron.2025.01.022_bib29","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pcbi.1011768","article-title":"Quantifying the distribution of feature values over data represented in arbitrary dimensional spaces","volume":"20","author":"Sebastian","year":"2024","journal-title":"PLoS Comput. Biol."},{"key":"10.1016\/j.neuron.2025.01.022_bib30","doi-asserted-by":"crossref","first-page":"765","DOI":"10.1038\/s41586-023-06714-0","article-title":"Preserved neural dynamics across animals performing similar behaviour","volume":"623","author":"Safaie","year":"2023","journal-title":"Nature"},{"key":"10.1016\/j.neuron.2025.01.022_bib31","doi-asserted-by":"crossref","first-page":"2333","DOI":"10.1038\/s41467-019-10139-7","article-title":"Heading direction with respect to a reference point modulates place-cell activity","volume":"10","author":"Jercog","year":"2019","journal-title":"Nat. Commun."},{"key":"10.1016\/j.neuron.2025.01.022_bib32","article-title":"Learning reshapes the hippocampal representation hierarchy","author":"Chiossi","year":"2024","journal-title":"bioRxiv"},{"key":"10.1016\/j.neuron.2025.01.022_bib33","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1038\/nn.3329","article-title":"Long-term dynamics of CA1 hippocampal place codes","volume":"16","author":"Ziv","year":"2013","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib34","doi-asserted-by":"crossref","first-page":"1093","DOI":"10.1016\/j.neuron.2015.07.012","article-title":"Neural Population Evidence of Functional Heterogeneity along the CA3 Transverse Axis: pattern Completion versus Pattern Separation","volume":"87","author":"Lee","year":"2015","journal-title":"Neuron"},{"key":"10.1016\/j.neuron.2025.01.022_bib35","doi-asserted-by":"crossref","first-page":"9246","DOI":"10.1523\/JNEUROSCI.0946-13.2013","article-title":"Conflicts between local and global spatial frameworks dissociate neural representations of the lateral and medial entorhinal cortex","volume":"33","author":"Neunuebel","year":"2013","journal-title":"J.\u00a0Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib36","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1016\/j.celrep.2016.12.012","article-title":"Medial and lateral entorhinal cortex Differentially Excite Deep versus Superficial CA1 Pyramidal Neurons","volume":"18","author":"Masurkar","year":"2017","journal-title":"Cell Rep."},{"key":"10.1016\/j.neuron.2025.01.022_bib37","doi-asserted-by":"crossref","first-page":"783","DOI":"10.1038\/s41593-022-01088-4","article-title":"The role of population structure in computations through neural dynamics","volume":"25","author":"Dubreuil","year":"2022","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib38","doi-asserted-by":"crossref","DOI":"10.1016\/j.conb.2022.102644","article-title":"The implications of categorical and category-free mixed selectivity on representational geometries","volume":"77","author":"Kaufman","year":"2022","journal-title":"Curr. Opin. Neurobiol."},{"key":"10.1016\/j.neuron.2025.01.022_bib39","doi-asserted-by":"crossref","first-page":"440","DOI":"10.1038\/nn.3643","article-title":"Cortical activity in the null space: permitting preparation without movement","volume":"17","author":"Kaufman","year":"2014","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib40","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1038\/s41593-019-0555-4","article-title":"Long-term stability of cortical population dynamics underlying consistent behavior","volume":"23","author":"Gallego","year":"2020","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib41","doi-asserted-by":"crossref","first-page":"1512","DOI":"10.1038\/s41593-019-0460-x","article-title":"The intrinsic attractor manifold and population dynamics of a canonical cognitive circuit across waking and sleep","volume":"22","author":"Chaudhuri","year":"2019","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib42","doi-asserted-by":"crossref","first-page":"821","DOI":"10.1038\/s41586-024-07139-z","article-title":"Subicular neurons encode concave and convex geometries","volume":"627","author":"Sun","year":"2024","journal-title":"Nature"},{"key":"10.1016\/j.neuron.2025.01.022_bib43","doi-asserted-by":"crossref","first-page":"3568","DOI":"10.1016\/j.cell.2022.08.019","article-title":"Cell-type-specific population dynamics of diverse reward computations","volume":"185","author":"Sylwestrak","year":"2022","journal-title":"Cell"},{"key":"10.1016\/j.neuron.2025.01.022_bib44","doi-asserted-by":"crossref","first-page":"1762","DOI":"10.1038\/s41593-023-01401-9","article-title":"Unique functional responses differentially map onto genetic subtypes of dopamine neurons","volume":"26","author":"Azcorra","year":"2023","journal-title":"Nat. Neurosci."},{"key":"10.1016\/j.neuron.2025.01.022_bib45","doi-asserted-by":"crossref","first-page":"2918","DOI":"10.1016\/j.neuron.2023.08.015","article-title":"Molecularly targetable cell types in mouse visual cortex have distinguishable prediction error responses","volume":"111","author":"O\u2019Toole","year":"2023","journal-title":"Neuron"},{"key":"10.1016\/j.neuron.2025.01.022_bib46","doi-asserted-by":"crossref","first-page":"330","DOI":"10.1038\/s41586-022-04915-7","article-title":"A transcriptomic axis predicts state modulation of cortical interneurons","volume":"607","author":"Bugeon","year":"2022","journal-title":"Nature"},{"key":"10.1016\/j.neuron.2025.01.022_bib58","doi-asserted-by":"crossref","first-page":"1424","DOI":"10.1172\/JCI46229","article-title":"Rapid, reversible activation of AgRP neurons drives feeding behavior in mice","volume":"121","author":"Krashes","year":"2011","journal-title":"J. Clin. Invest."},{"key":"10.1016\/j.neuron.2025.01.022_bib47","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1038\/s41592-019-0686-2","article-title":"SciPy 1.0: fundamental algorithms for scientific computing in Python","volume":"17","author":"Virtanen","year":"2020","journal-title":"Nat. Methods"},{"key":"10.1016\/j.neuron.2025.01.022_bib48","doi-asserted-by":"crossref","DOI":"10.1016\/j.is.2022.101989","article-title":"ABID: angle Based intrinsic Dimensionality \u2014 theory and analysis","volume":"108","author":"Thordsen","year":"2022","journal-title":"Inf. Syst."},{"key":"10.1016\/j.neuron.2025.01.022_bib49","doi-asserted-by":"crossref","first-page":"1368","DOI":"10.3390\/e23101368","article-title":"Scikit-dimension: A python package for intrinsic dimension estimation","volume":"23","author":"Bac","year":"2021","journal-title":"Entropy (Basel)"},{"key":"10.1016\/j.neuron.2025.01.022_bib50","doi-asserted-by":"crossref","first-page":"360","DOI":"10.1038\/s41586-023-06031-6","article-title":"Learnable latent embeddings for joint behavioural and neural analysis","volume":"7960","author":"Schneider","year":"2023","journal-title":"Nature"},{"key":"10.1016\/j.neuron.2025.01.022_bib51","article-title":"GPU-accelerated computation of Vietoris-rips persistence barcodes","author":"Zhang","year":"2020","journal-title":"arXiv"},{"key":"10.1016\/j.neuron.2025.01.022_bib52","article-title":"Topological De-noising: Strengthening the Topological Signal","author":"Kloke","year":"2009","journal-title":"arXiv"},{"key":"10.1016\/j.neuron.2025.01.022_bib53","series-title":"Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","first-page":"785","article-title":"XGBoost: A scalable tree boosting system","author":"Chen","year":"2016"},{"key":"10.1016\/j.neuron.2025.01.022_bib54","doi-asserted-by":"crossref","first-page":"698","DOI":"10.1109\/TPAMI.1987.4767965","article-title":"Least-squares fitting of two 3-D point sets","volume":"9","author":"Arun","year":"1987","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.neuron.2025.01.022_bib55","first-page":"95","article-title":"Sample estimate of the entropy of a random vector","volume":"23","author":"Kozachenko","year":"1987","journal-title":"Probl. Inform. Transm."},{"key":"10.1016\/j.neuron.2025.01.022_bib56","first-page":"2825","article-title":"Scikit-learn: machine learning in Python","volume":"12","author":"Pedregosa","year":"2012","journal-title":"J. Mach. Learn. Res."},{"key":"10.1016\/j.neuron.2025.01.022_bib57","doi-asserted-by":"crossref","DOI":"10.1016\/j.celrep.2020.107864","article-title":"Distinct mechanisms of over-representation of landmarks and rewards in\u00a0the hippocampus","volume":"32","author":"Sato","year":"2020","journal-title":"Cell Rep."}],"container-title":["Neuron"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0896627325000480?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0896627325000480?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T01:00:21Z","timestamp":1778547621000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0896627325000480"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":58,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2025,4]]}},"alternative-id":["S0896627325000480"],"URL":"https:\/\/doi.org\/10.1016\/j.neuron.2025.01.022","relation":{},"ISSN":["0896-6273"],"issn-type":[{"value":"0896-6273","type":"print"}],"subject":[],"published":{"date-parts":[[2025,4]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Cell-type-specific manifold analysis discloses independent geometric transformations in the hippocampal spatial code","name":"articletitle","label":"Article Title"},{"value":"Neuron","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.neuron.2025.01.022","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 Elsevier Inc. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}]}}