{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T03:56:27Z","timestamp":1772855787510,"version":"3.50.1"},"update-to":[{"DOI":"10.1371\/journal.pcbi.1008367","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2020,10,27]],"date-time":"2020-10-27T00:00:00Z","timestamp":1603756800000}}],"reference-count":89,"publisher":"Public Library of Science (PLoS)","issue":"10","license":[{"start":{"date-parts":[[2020,10,15]],"date-time":"2020-10-15T00:00:00Z","timestamp":1602720000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100011019","name":"Nemzeti Kutat\u00e1si Fejleszt\u00e9si \u00e9s Innov\u00e1ci\u00f3s Hivatal","doi-asserted-by":"publisher","award":["K125343"],"award-info":[{"award-number":["K125343"]}],"id":[{"id":"10.13039\/501100011019","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"DOI":"10.1371\/journal.pcbi.1008367","type":"journal-article","created":{"date-parts":[[2020,10,15]],"date-time":"2020-10-15T14:57:11Z","timestamp":1602773831000},"page":"e1008367","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":21,"title":["Optimal forgetting: Semantic compression of episodic memories"],"prefix":"10.1371","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1722-4276","authenticated-orcid":true,"given":"David G.","family":"Nagy","sequence":"first","affiliation":[]},{"given":"Bal\u00e1zs","family":"T\u00f6r\u00f6k","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2406-5912","authenticated-orcid":true,"given":"Gerg\u0151","family":"Orb\u00e1n","sequence":"additional","affiliation":[]}],"member":"340","published-online":{"date-parts":[[2020,10,15]]},"reference":[{"issue":"3","key":"pcbi.1008367.ref001","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1016\/0010-0285(79)90013-6","article-title":"Long-term memory for a common object","volume":"11","author":"RS Nickerson","year":"1979","journal-title":"Cognitive Psychology"},{"issue":"2","key":"pcbi.1008367.ref002","doi-asserted-by":"crossref","first-page":"193","DOI":"10.3758\/BF03201132","article-title":"Generalizing everyday memory: Signs and handedness","volume":"26","author":"M Martin","year":"1998","journal-title":"Memory and Cognition"},{"issue":"5","key":"pcbi.1008367.ref003","doi-asserted-by":"crossref","first-page":"858","DOI":"10.1080\/17470218.2014.1002798","article-title":"The apple of the mind\u2019s eye: Everyday attention, metamemory, and reconstructive memory for the apple logo","volume":"68","author":"AB Blake","year":"2015","journal-title":"Quarterly Journal of Experimental Psychology"},{"key":"pcbi.1008367.ref004","volume-title":"Remembering: A Study in Experimental and Social Psychology","author":"FC Bartlett","year":"1932"},{"issue":"2","key":"pcbi.1008367.ref005","doi-asserted-by":"crossref","first-page":"216","DOI":"10.3758\/BF03212900","article-title":"Comprehension and memory for pictures","volume":"3","author":"GH Bower","year":"1975","journal-title":"Memory & Cognition"},{"issue":"1","key":"pcbi.1008367.ref006","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1037\/h0072671","article-title":"An experimental study of the effect of language on the reproduction of visually perceived forms","volume":"15","author":"L Carmichael","year":"1932","journal-title":"Journal of Experimental Psycology"},{"issue":"6","key":"pcbi.1008367.ref007","doi-asserted-by":"crossref","first-page":"717","DOI":"10.1016\/S0022-5371(72)80006-9","article-title":"Contextual prerequisites for understanding: Some investigations of comprehension and recall","volume":"11","author":"JD Bransford","year":"1972","journal-title":"Journal of Verbal Learning and Verbal Behavior"},{"key":"pcbi.1008367.ref008","doi-asserted-by":"crossref","unstructured":"Loftus EF. Planting misinformation in the human mind: A 30-year investigation of the malleability of memory; 2005.","DOI":"10.1101\/lm.94705"},{"issue":"2","key":"pcbi.1008367.ref009","doi-asserted-by":"crossref","first-page":"208","DOI":"10.3758\/BF03212420","article-title":"Imagination inflation: Imagining a childhood event inflates confidence that it occurred","volume":"3","author":"M Garry","year":"1996","journal-title":"Psychonomic Bulletin and Review"},{"issue":"5","key":"pcbi.1008367.ref010","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1177\/1745691612454303","article-title":"Hindsight Bias","volume":"7","author":"NJ Roese","year":"2012","journal-title":"Perspectives on Psychological Science"},{"issue":"5","key":"pcbi.1008367.ref011","doi-asserted-by":"crossref","first-page":"585","DOI":"10.1016\/S0022-5371(74)80011-3","article-title":"Reconstruction of automobile destruction: An example of the interaction between language and memory","volume":"13","author":"EF Loftus","year":"1974","journal-title":"Journal of Verbal Learning and Verbal Behavior"},{"key":"pcbi.1008367.ref012","article-title":"Human Memory: An Adaptive Perspective","author":"J Anderson","year":"1989","journal-title":"Psychological Review"},{"issue":"10","key":"pcbi.1008367.ref013","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1016\/j.tics.2011.08.004","article-title":"Memory distortion: an adaptive perspective","volume":"15","author":"DL Schacter","year":"2011","journal-title":"Trends in cognitive sciences"},{"issue":"7","key":"pcbi.1008367.ref014","doi-asserted-by":"crossref","first-page":"280","DOI":"10.1016\/j.tics.2007.05.005","article-title":"The proactive brain: using analogies and associations to generate predictions","volume":"11","author":"M Bar","year":"2007","journal-title":"Trends in Cognitive Sciences"},{"issue":"8","key":"pcbi.1008367.ref015","doi-asserted-by":"crossref","first-page":"1105","DOI":"10.1002\/acp.1613","article-title":"False memories: What the hell are they for?","volume":"23","author":"EJ Newman","year":"2009","journal-title":"Applied Cognitive Psychology"},{"issue":"3","key":"pcbi.1008367.ref016","doi-asserted-by":"crossref","first-page":"352","DOI":"10.1037\/0033-295X.98.3.352","article-title":"Categories and particulars: Prototype effects in estimating spatial location","volume":"98","author":"J Huttenlocher","year":"1991","journal-title":"Psychological Review"},{"issue":"1","key":"pcbi.1008367.ref017","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1111\/j.1756-8765.2008.01010.x","article-title":"A Bayesian Account of Reconstructive Memory","volume":"1","author":"P Hemmer","year":"2009","journal-title":"Topics in Cognitive Science"},{"key":"pcbi.1008367.ref018","article-title":"The Adaptive Nature of False Memories is Revealed by Gist-based Distortion of True Memories","author":"T Brady","year":"2018","journal-title":"PsyArXiv"},{"issue":"7","key":"pcbi.1008367.ref019","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1016\/j.tics.2006.05.002","article-title":"Vision as Bayesian inference: analysis by synthesis?","volume":"10","author":"A Yuille","year":"2006","journal-title":"Trends in cognitive sciences"},{"key":"pcbi.1008367.ref020","unstructured":"Kingma DP, Welling M. Auto-Encoding Variational Bayes. International Conference on Learning Representations. 2013."},{"key":"pcbi.1008367.ref021","doi-asserted-by":"crossref","unstructured":"Chinen T, Ball\u00e9 J, Gu C, Hwang SJ, Ioffe S, Johnston N, et al. Towards a Semantic Perceptual Image Metric. 25th IEEE International Conference on Image Processing. 2018; p. 1\u20135.","DOI":"10.1109\/ICIP.2018.8451611"},{"key":"pcbi.1008367.ref022","doi-asserted-by":"crossref","unstructured":"Santurkar S, Budden D, Shavit N. Generative Compression. 2018 Picture Coding Symposium (PCS). 2017;.","DOI":"10.1109\/PCS.2018.8456298"},{"issue":"7","key":"pcbi.1008367.ref023","doi-asserted-by":"crossref","first-page":"294","DOI":"10.1016\/j.tics.2006.05.004","article-title":"Bayesian theories of conditioning in a changing world","volume":"10","author":"AC Courville","year":"2006","journal-title":"Trends in Cognitive Sciences"},{"issue":"3","key":"pcbi.1008367.ref024","first-page":"303","article-title":"Children\u2019s causal inferences from indirect evidence: Backwards blocking and Bayesian reasoning in preschoolers","volume":"28","author":"DM Sobel","year":"2004","journal-title":"Cognitive Science"},{"key":"pcbi.1008367.ref025","first-page":"1","article-title":"Discovering latent causes in reinforcement learning","author":"SJ Gershman","year":"2015","journal-title":"Current Opinion in Behavioral Sciences"},{"issue":"6022","key":"pcbi.1008367.ref026","doi-asserted-by":"crossref","first-page":"1279","DOI":"10.1126\/science.1192788","article-title":"How to grow a mind: statistics, structure, and abstraction","volume":"331","author":"JB Tenenbaum","year":"2011","journal-title":"Science (New York, NY)"},{"issue":"10","key":"pcbi.1008367.ref027","first-page":"1193","article-title":"Physiological Optics","volume":"III","author":"H Von Helmholtz","year":"1925","journal-title":"Uspekhi Fizicheskikh Nauk"},{"key":"pcbi.1008367.ref028","volume-title":"Reinforcement Learning: An Introduction","author":"RS Sutton","year":"1998"},{"issue":"3","key":"pcbi.1008367.ref029","doi-asserted-by":"crossref","first-page":"286","DOI":"10.1038\/nn1202","article-title":"Off-line replay maintains declarative memories in a model of hippocampal-neocortical interactions","volume":"7","author":"S K\u00e1li","year":"2004","journal-title":"Nature Neuroscience"},{"key":"pcbi.1008367.ref030","unstructured":"Hemmer P, Steyvers M. Integrating episodic and semantic information in memory for natural scenes. Proceedings 31st Annual Meeting of the Cognitive Science Society. 2009; p. 1557\u20131562."},{"key":"pcbi.1008367.ref031","unstructured":"Nagy DG, Orban G. Episodic memory as a prerequisite for online updates of model structure. In: Proceedings of the 38th Annual Conference of the Cognitive Science Society; 2016. p. 1\u20137."},{"key":"pcbi.1008367.ref032","unstructured":"Alemi AA, Fischer I, Dillon JV, Murphy K. Deep Variational Information Bottleneck. International Conference on Learning Representations. 2016;."},{"key":"pcbi.1008367.ref033","unstructured":"Alemi AA, Poole B, Fischer I, Dillon JV, Saurous RA, Murphy K. Fixing a Broken ELBO. Proceedings of the International Conference on Learning Representations (ICLR). 2017;."},{"key":"pcbi.1008367.ref034","unstructured":"Ball\u00e9 J, Laparra V, Simoncelli EP. End-to-end Optimized Image Compression. International Conference on Learning Representations. 2016."},{"key":"pcbi.1008367.ref035","unstructured":"Higgins I, Matthey L, Pal A, Burgess C, Glorot X, Botvinick M, et al. beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework. International Conference on Learning Representations. 2017;."},{"key":"pcbi.1008367.ref036","unstructured":"Tishby N, Pereira FC, Bialek W. The information bottleneck method. Proc of the 37th Allerton Conference on Communication, Control and Computing. 1999;."},{"issue":"2","key":"pcbi.1008367.ref037","doi-asserted-by":"crossref","first-page":"159","DOI":"10.3758\/BF03212414","article-title":"Recall of rapidly presented random chess positions is a function of skill","volume":"3","author":"F Gobet","year":"1996","journal-title":"Psychonomic Bulletin and Review"},{"key":"pcbi.1008367.ref038","unstructured":"Radford A, Wu J, Child R, Luan D, Amodei D, Sutskever I. Language Models are Unsupervised Multitask Learners. OpenAI blog. 2018;."},{"issue":"4","key":"pcbi.1008367.ref039","first-page":"803","article-title":"Creating False Memories: Remembering Words Not Presented in Lists","volume":"21","author":"HL Roediger","year":"1995","journal-title":"Journal of Experimental Psychology: Learning, Memory, and Cognition"},{"key":"pcbi.1008367.ref040","unstructured":"Miao Y, Yu L, Blunsom P. Neural Variational Inference for Text Processing. Proc of the 33rd International Conference on International Conference on Machine Learning. 2016;48(Mcmc)."},{"key":"pcbi.1008367.ref041","unstructured":"Ha D, Eck D. A Neural Representation of Sketch Drawings. International Conference on Learning Representations. 2017; p. 1\u201320."},{"issue":"2","key":"pcbi.1008367.ref042","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1037\/h0057682","article-title":"The effect of verbal suggestion upon the reproduction of visually perceived forms","volume":"25","author":"NG Hanawalt","year":"1939","journal-title":"Journal of Experimental Psychology"},{"issue":"6","key":"pcbi.1008367.ref043","doi-asserted-by":"crossref","first-page":"396","DOI":"10.1111\/j.1467-9280.1991.tb00174.x","article-title":"Reflections of the Environment in Memory","volume":"2","author":"JR Anderson","year":"1991","journal-title":"Psychological Science"},{"issue":"6213","key":"pcbi.1008367.ref044","doi-asserted-by":"crossref","first-page":"1106","DOI":"10.1126\/science.1259627","article-title":"Forgetting the presidents","volume":"346","author":"HL Roediger","year":"2014","journal-title":"Science"},{"issue":"2","key":"pcbi.1008367.ref045","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1080\/741944069","article-title":"Recall Accuracy and Illusory Memories: When More is Less","volume":"7","author":"MP Toglia","year":"1999","journal-title":"Memory"},{"issue":"7","key":"pcbi.1008367.ref046","doi-asserted-by":"crossref","first-page":"1054","DOI":"10.3758\/BF03194323","article-title":"Are false memories more difficult to forget than accurate memories? The effect of retention interval on recall and recognition","volume":"30","author":"JG Seamon","year":"2002","journal-title":"Memory and Cognition"},{"issue":"3","key":"pcbi.1008367.ref047","doi-asserted-by":"crossref","first-page":"424","DOI":"10.3758\/BF03196393","article-title":"False recall and false recognition induced by presentation of associated words: Effects of retention interval and level of processing","volume":"29","author":"A Thapar","year":"2001","journal-title":"Memory and Cognition"},{"issue":"1","key":"pcbi.1008367.ref048","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1037\/0033-295X.105.1.33","article-title":"An Ecological Theory of Expertise Effects in Memory Recall","volume":"105","author":"KJ Vicente","year":"1998","journal-title":"Psychological Review"},{"issue":"2","key":"pcbi.1008367.ref049","doi-asserted-by":"crossref","first-page":"120","DOI":"10.3758\/BF03332525","article-title":"Language Habits, Acoustic Confusability, and Immediate Memory for Redundant Letter Sequences","volume":"22","author":"AD Baddeley","year":"1971","journal-title":"Psychonomic Science"},{"issue":"4","key":"pcbi.1008367.ref050","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1038\/nn.3347","article-title":"Summary statistics in auditory perception","volume":"16","author":"JH McDermott","year":"2013","journal-title":"Nature Neuroscience"},{"key":"pcbi.1008367.ref051","unstructured":"Burgess CP, Higgins I, Pal A, Matthey L, Watters N, Desjardins G, et al. Understanding disentangling in beta-VAE. Advances in Neural Information Processing. 2017;(Nips)."},{"key":"pcbi.1008367.ref052","doi-asserted-by":"crossref","unstructured":"Choi Y, El-Khamy M, Lee J. Variable rate deep image compression with a conditional autoencoder. Proceedings of the IEEE International Conference on Computer Vision. 2019;2019-Octob:3146\u20133154.","DOI":"10.1109\/ICCV.2019.00324"},{"key":"pcbi.1008367.ref053","article-title":"Variable-Bitrate Neural Compression via Bayesian Arithmetic Coding","author":"Y Yang","year":"2020","journal-title":"arXiv:200208158"},{"key":"pcbi.1008367.ref054","first-page":"14","article-title":"Towards Conceptual Compression","author":"K Gregor","year":"2016","journal-title":"Arxiv"},{"key":"pcbi.1008367.ref055","unstructured":"Maal\u00f8e L, Fraccaro M, Li\u00e9vin V, Winther O. BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling. Advances in Neural Information Processing. 2019;."},{"key":"pcbi.1008367.ref056","unstructured":"Karras T, Aila T, Laine S, Lehtinen J. Progressive growing of GANs for improved quality, stability, and variation. In: 6th International Conference on Learning Representations, ICLR 2018\u2014Conference Track Proceedings; 2018. p. 1\u201326. Available from: http:\/\/arxiv.org\/abs\/1710.10196."},{"issue":"7","key":"pcbi.1008367.ref057","doi-asserted-by":"crossref","first-page":"1434","DOI":"10.1364\/JOSAA.20.001434","article-title":"Hierarchical Bayesian inference in the visual cortex","volume":"20","author":"T Lee","year":"2003","journal-title":"Journal of the Optical Society of America A, Optics, image science, and vision"},{"issue":"22","key":"pcbi.1008367.ref058","doi-asserted-by":"crossref","first-page":"E3140","DOI":"10.1073\/pnas.1510847113","article-title":"Selectivity and tolerance for visual texture in macaque V2","volume":"113","author":"CM Ziemba","year":"2016","journal-title":"Proceedings of the National Academy of Sciences"},{"key":"pcbi.1008367.ref059","doi-asserted-by":"crossref","unstructured":"B\u00e1nyai M, Nagy DG, Orb\u00e1n G. Hierarchical semantic compression predicts texture selectivity in early vision. In: Proceedings of the Conference on Cognitive Computational Neuroscience; 2019.","DOI":"10.32470\/CCN.2019.1092-0"},{"key":"pcbi.1008367.ref060","unstructured":"Bialek W, Tishby N. Predictive Information. Arxiv. 1999;."},{"key":"pcbi.1008367.ref061","doi-asserted-by":"crossref","unstructured":"Gershman SJ. Predicting the past, remembering the future; 2017.","DOI":"10.1016\/j.cobeha.2017.05.025"},{"key":"pcbi.1008367.ref062","unstructured":"Alemi AA. Variational Predictive Information Bottleneck. arXiv preprint. 2019; p. 1\u20136."},{"key":"pcbi.1008367.ref063","unstructured":"Nguyen CV, Li Y, Bui TD, Turner RE. Variational continual learning. In: 6th International Conference on Learning Representations, ICLR 2018\u2014Conference Track Proceedings; 2018."},{"issue":"1991","key":"pcbi.1008367.ref064","first-page":"15","article-title":"The deterministic information bottleneck","author":"D Strouse","year":"2016","journal-title":"Arxiv"},{"key":"pcbi.1008367.ref065","article-title":"Efficient Data Compression in Perception and Perceptual Memory","author":"CJ Bates","year":"2020","journal-title":"Psychological Review"},{"key":"pcbi.1008367.ref066","doi-asserted-by":"crossref","unstructured":"Nagy DG, T\u00f6r\u00f6k B, Orb\u00e1n G. Semantic Compression of Episodic Memories. Proceedings of the 40th Annual Meeting of the Cognitive Science Society. 2018;.","DOI":"10.32470\/CCN.2018.1050-0"},{"key":"pcbi.1008367.ref067","unstructured":"Rezende DJ, Viola F. Taming VAEs. Arxiv. 2018;."},{"key":"pcbi.1008367.ref068","unstructured":"Blau Y, Michaeli T. Rethinking lossy compression: The rate-distortion-perception tradeoff. 36th International Conference on Machine Learning, ICML 2019. 2019;2019-June:1081\u20131091."},{"key":"pcbi.1008367.ref069","first-page":"2672","article-title":"Generative Adversarial Nets","author":"I Goodfellow","year":"2014","journal-title":"Advances in Neural Information Processing Systems 27"},{"issue":"4","key":"pcbi.1008367.ref070","doi-asserted-by":"crossref","first-page":"807","DOI":"10.1037\/a0029856","article-title":"Supplementary Material to: An ideal observer analysis of visual working memory","volume":"119","author":"CR Sims","year":"2012","journal-title":"Psychological review"},{"issue":"3","key":"pcbi.1008367.ref071","first-page":"1","article-title":"The cost of misremembering: Inferring the loss function in visual working memory","volume":"15","author":"CR Sims","year":"2015","journal-title":"Journal of Vision"},{"key":"pcbi.1008367.ref072","first-page":"2273","article-title":"Exploring the Cost Function in Color Perception and Memory: An Information-Theoretic Model of Categorical Effects in Color Matching","author":"CR Sims","year":"2016","journal-title":"CogSci"},{"issue":"July 2018","key":"pcbi.1008367.ref073","doi-asserted-by":"crossref","first-page":"104289","DOI":"10.1016\/j.cognition.2020.104289","article-title":"Simplicity and informativeness in semantic category systems","volume":"202","author":"JW Carr","year":"2020","journal-title":"Cognition"},{"issue":"1","key":"pcbi.1008367.ref074","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1016\/j.tics.2013.10.008","article-title":"How we forget may depend on how we remember","volume":"18","author":"T Sadeh","year":"2014","journal-title":"Trends in Cognitive Sciences"},{"issue":"7","key":"pcbi.1008367.ref075","doi-asserted-by":"crossref","first-page":"512","DOI":"10.1016\/j.tics.2016.05.004","article-title":"What learning systems do intelligent agents need? Complementary Learning Systems Theory Updated","volume":"20","author":"D Kumaran","year":"2016","journal-title":"Trends in Cognitive Sciences"},{"key":"pcbi.1008367.ref076","unstructured":"Wayne G, Hung CC, Amos D, Mirza M, Ahuja A, Grabska-Barwiska A, et al. Unsupervised Predictive Memory in a Goal-Directed Agent. arXiv preprint. 2018;."},{"key":"pcbi.1008367.ref077","unstructured":"Lengyel M, Dayan P. Hippocampal contributions to control: The third way. Advances in neural information processing systems. 2009; p. 1\u20138."},{"key":"pcbi.1008367.ref078","unstructured":"Pritzel A, Uria B. Neural Episodic Control. Proceedings of the 34th International Conference on Machine Learning. 2017;."},{"issue":"C","key":"pcbi.1008367.ref079","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/S0079-7421(08)60536-8","article-title":"Catastrophic Interference in Connectionist Networks: The Sequential Learning Problem","volume":"24","author":"M McCloskey","year":"1989","journal-title":"Psychology of Learning and Motivation\u2014Advances in Research and Theory"},{"issue":"2","key":"pcbi.1008367.ref080","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/j.tins.2004.12.003","article-title":"Memory retention\u2014The synaptic stability versus plasticity dilemma","volume":"28","author":"WC Abraham","year":"2005","journal-title":"Trends in Neurosciences"},{"issue":"6","key":"pcbi.1008367.ref081","doi-asserted-by":"crossref","first-page":"1071","DOI":"10.1016\/j.neuron.2017.04.037","article-title":"The Persistence and Transience of Memory","volume":"94","author":"BA Richards","year":"2017","journal-title":"Neuron"},{"issue":"48","key":"pcbi.1008367.ref082","doi-asserted-by":"crossref","first-page":"12228","DOI":"10.1523\/JNEUROSCI.0763-16.2016","article-title":"Memory transformation enhances reinforcement learning in dynamic environments","volume":"36","author":"A Santoro","year":"2016","journal-title":"Journal of Neuroscience"},{"issue":"6","key":"pcbi.1008367.ref083","doi-asserted-by":"crossref","first-page":"779","DOI":"10.1038\/nn1901","article-title":"The dynamics of memory as a consequence of optimal adaptation to a changing body","volume":"10","author":"KP Kording","year":"2007","journal-title":"Nature Neuroscience"},{"issue":"1","key":"pcbi.1008367.ref084","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1146\/annurev.psych.093008.100455","article-title":"A Bridge Over Troubled Water: Reconsolidation as a Link Between Cognitive and Neuroscientific Memory Research Traditions","volume":"61","author":"O Hardt","year":"2010","journal-title":"Annual Review of Psychology"},{"key":"pcbi.1008367.ref085","doi-asserted-by":"crossref","unstructured":"Steyvers M, Griffiths TL. Rational analysis as a link between human memory and information retrieval. The Probabilistic Mind. 2008;.","DOI":"10.1093\/acprof:oso\/9780199216093.003.0015"},{"key":"pcbi.1008367.ref086","doi-asserted-by":"crossref","unstructured":"Nagy DG, T\u00f6r\u00f6k B, Orb\u00e1n G. Semantic Compression of Episodic Memories. Proc of Conference on Cognitive Computational Neuroscience. 2019.","DOI":"10.1101\/2020.05.06.080838"},{"issue":"5","key":"pcbi.1008367.ref087","first-page":"1","article-title":"Reinforcement Learning and Episodic Memory in Humans and Animals: An Integrative Framework","volume":"68","author":"SJ Gershman","year":"2017","journal-title":"Annu Rev Psychol"},{"issue":"11","key":"pcbi.1008367.ref088","doi-asserted-by":"crossref","first-page":"e1003939","DOI":"10.1371\/journal.pcbi.1003939","article-title":"Statistical Computations Underlying the Dynamics of Memory Updating","volume":"10","author":"SJ Gershman","year":"2014","journal-title":"PLoS Computational Biology"},{"issue":"1","key":"pcbi.1008367.ref089","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1016\/0010-0285(73)90004-2","article-title":"Perception in chess","volume":"4","author":"WG Chase","year":"1973","journal-title":"Cognitive Psychology"}],"updated-by":[{"DOI":"10.1371\/journal.pcbi.1008367","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2020,10,27]],"date-time":"2020-10-27T00:00:00Z","timestamp":1603756800000}}],"container-title":["PLOS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1008367","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,27]],"date-time":"2020-10-27T14:01:28Z","timestamp":1603807288000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1008367"}},"subtitle":[],"editor":[{"given":"Samuel J.","family":"Gershman","sequence":"first","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2020,10,15]]},"references-count":89,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2020,10,15]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1008367","relation":{"has-preprint":[{"id-type":"doi","id":"10.1101\/2020.05.06.080838","asserted-by":"object"}]},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,10,15]]}}}