Literature DB >> 33628870

Concept formation as a computational cognitive process.

Neal W Morton1, Alison R Preston1,2,3.   

Abstract

Hippocampus and entorhinal cortex form cognitive maps that represent relations among memories within a multidimensional space. While these relational maps have long been proposed to contribute to episodic memory, recent work suggests that they also support concept formation by representing relevant features for discriminating among related concepts. Cognitive maps may be refined by medial prefrontal cortex, which selects dimensions to represent based on their behavioral relevance. Hippocampal pattern completion, which is critical for retrieval of episodic memories, may also contribute to generalization of existing concepts to new exemplars. Navigation within hippocampal cognitive maps, which is guided by grid coding in entorhinal cortex, may contribute to imagination through recombination of event elements or concept features.

Entities:  

Keywords:  category learning; cognitive map; episodic memory; imagination

Year:  2021        PMID: 33628870      PMCID: PMC7899138          DOI: 10.1016/j.cobeha.2020.12.005

Source DB:  PubMed          Journal:  Curr Opin Behav Sci        ISSN: 2352-1546


  48 in total

1.  Spatial representation in the entorhinal cortex.

Authors:  Marianne Fyhn; Sturla Molden; Menno P Witter; Edvard I Moser; May-Britt Moser
Journal:  Science       Date:  2004-08-27       Impact factor: 47.728

2.  The Hippocampus Encodes Distances in Multidimensional Feature Space.

Authors:  Stephanie Theves; Guillén Fernandez; Christian F Doeller
Journal:  Curr Biol       Date:  2019-03-21       Impact factor: 10.834

3.  Semantic Search as Pattern Completion across a Concept.

Authors:  Sarah H Solomon; Anna C Schapiro
Journal:  Trends Cogn Sci       Date:  2020-01-07       Impact factor: 20.229

4.  Abstract Memory Representations in the Ventromedial Prefrontal Cortex and Hippocampus Support Concept Generalization.

Authors:  Caitlin R Bowman; Dagmar Zeithamova
Journal:  J Neurosci       Date:  2018-02-07       Impact factor: 6.167

Review 5.  Representation of memories in the cortical-hippocampal system: Results from the application of population similarity analyses.

Authors:  Sam McKenzie; Christopher S Keene; Anja Farovik; John Bladon; Ryan Place; Robert Komorowski; Howard Eichenbaum
Journal:  Neurobiol Learn Mem       Date:  2015-12-31       Impact factor: 2.877

6.  Human Orbitofrontal Cortex Represents a Cognitive Map of State Space.

Authors:  Nicolas W Schuck; Ming Bo Cai; Robert C Wilson; Yael Niv
Journal:  Neuron       Date:  2016-09-21       Impact factor: 17.173

7.  Statistical learning of temporal community structure in the hippocampus.

Authors:  Anna C Schapiro; Nicholas B Turk-Browne; Kenneth A Norman; Matthew M Botvinick
Journal:  Hippocampus       Date:  2015-10-13       Impact factor: 3.899

8.  Robust conjunctive item-place coding by hippocampal neurons parallels learning what happens where.

Authors:  Robert W Komorowski; Joseph R Manns; Howard Eichenbaum
Journal:  J Neurosci       Date:  2009-08-05       Impact factor: 6.167

9.  Hippocampal representation of related and opposing memories develop within distinct, hierarchically organized neural schemas.

Authors:  Sam McKenzie; Andrea J Frank; Nathaniel R Kinsky; Blake Porter; Pamela D Rivière; Howard Eichenbaum
Journal:  Neuron       Date:  2014-06-05       Impact factor: 17.173

10.  Long-term coding of personal and universal associations underlying the memory web in the human brain.

Authors:  Emanuela De Falco; Matias J Ison; Itzhak Fried; Rodrigo Quian Quiroga
Journal:  Nat Commun       Date:  2016-11-15       Impact factor: 14.919

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  3 in total

Review 1.  The grid code for ordered experience.

Authors:  Jon W Rueckemann; Marielena Sosa; Lisa M Giocomo; Elizabeth A Buffalo
Journal:  Nat Rev Neurosci       Date:  2021-08-27       Impact factor: 38.755

2.  Neural network based successor representations to form cognitive maps of space and language.

Authors:  Paul Stoewer; Christian Schlieker; Achim Schilling; Claus Metzner; Andreas Maier; Patrick Krauss
Journal:  Sci Rep       Date:  2022-07-04       Impact factor: 4.996

3.  Learning and Representation of Hierarchical Concepts in Hippocampus and Prefrontal Cortex.

Authors:  Stephanie Theves; David A Neville; Guillén Fernández; Christian F Doeller
Journal:  J Neurosci       Date:  2021-07-30       Impact factor: 6.167

  3 in total

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