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The hippocampus as a predictive map

Authors: Kimberly Stachenfeld, Matthew Botvinick, Samuel J. Gershman - Nature Neuroscience 2017 cited by 1,057

Cognitive maps in ratsand men.Cognitive maps in rats and men.The effects of changesin the environment on…The effects of changes in the environment on the spatial firing of hippocampal complex-spike cellsImproving Generalizationfor Temporal Difference…Improving Generalization for Temporal Difference Learning: The Successor RepresentationExperience-dependentrescaling of entorhinal…Experience-dependent rescaling of entorhinal gridsFragmentation of gridcell maps in a…Fragmentation of grid cell maps in a multicompartment environmentGrid Cells, Place Cells,and Geodesic…Grid Cells, Place Cells, and Geodesic Generalization for Spatial Reinforcement LearningLocal remapping of placecell firing in the…Local remapping of place cell firing in the Tolman detour taskThe SuccessorRepresentation and…The Successor Representation and Temporal ContextGrid cell symmetry isshaped by environmental…Grid cell symmetry is shaped by environmental geometryStatistical learning oftemporal community…Statistical learning of temporal community structure in the hippocampusExtracting grid cellcharacteristics from…Extracting grid cell characteristics from place cell inputs using non-negative principal component analysisA map of abstractrelational knowledge in…A map of abstract relational knowledge in the human hippocampal–entorhinal cortexA Dedicated Populationfor Reward Coding in th…A Dedicated Population for Reward Coding in the HippocampusNavigating cognition:Spatial codes for human…Navigating cognition: Spatial codes for human thinkingA non-spatial account ofplace and grid cells…A non-spatial account of place and grid cells based on clustering models of concept learningHippocampal Remapping asHidden State InferenceHippocampal Remapping as Hidden State InferencePlanning at decisiontime and in the…Planning at decision time and in the background during spatial navigationMapping sequencestructure in the human…Mapping sequence structure in the human lateral entorhinal cortexPredictive Maps in Ratsand Humans for Spatial…Predictive Maps in Rats and Humans for Spatial NavigationA Role for the LocusCoeruleus in Hippocampa…A Role for the Locus Coeruleus in Hippocampal CA1 Place Cell Reorganization during Spatial Reward LearningHippocampal place cellsencode global location…Hippocampal place cells encode global location but not connectivity in a complex spaceFlexible rerouting ofhippocampal replay…Flexible rerouting of hippocampal replay sequences around changing barriers in the absence of global place field remappingSpatial goal coding inthe hippocampal…Spatial goal coding in the hippocampal formationTemporal context andlatent state inference…Temporal context and latent state inference in the hippocampal splitter signalThe hippocampus as apredictive mapThe hippocampus as a predictive mapEarlier referencesFocus paperCiting papersOlderNewer

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