Literature DB >> 31567043

Computational Models of Memory Search.

Michael J Kahana1.   

Abstract

The capacity to search memory for events learned in a particular context stands as one of the most remarkable feats of the human brain. How is memory search accomplished? First, I review the central ideas investigated by theorists developing models of memory. Then, I review select benchmark findings concerning memory search and analyze two influential computational approaches to modeling memory search: dual-store theory and retrieved context theory. Finally, I discuss the key theoretical ideas that have emerged from these modeling studies and the open questions that need to be answered by future research.

Entities:  

Keywords:  free recall; memory models; memory search; neural networks; retrieved context theory; serial recall; short-term memory

Year:  2019        PMID: 31567043     DOI: 10.1146/annurev-psych-010418-103358

Source DB:  PubMed          Journal:  Annu Rev Psychol        ISSN: 0066-4308            Impact factor:   24.137


  7 in total

1.  Hippocampal ripples signal contextually mediated episodic recall.

Authors:  John J Sakon; Michael J Kahana
Journal:  Proc Natl Acad Sci U S A       Date:  2022-09-26       Impact factor: 12.779

2.  A memory-based theory of emotional disorders.

Authors:  Rivka T Cohen; Michael Jacob Kahana
Journal:  Psychol Rev       Date:  2022-04-07       Impact factor: 8.247

3.  Free recall scaling laws and short-term memory effects in a latching attractor network.

Authors:  Vezha Boboeva; Alberto Pezzotta; Claudia Clopath
Journal:  Proc Natl Acad Sci U S A       Date:  2021-12-07       Impact factor: 12.779

4.  Sequential consumer choice as multi-cued retrieval.

Authors:  Adam N Hornsby; Bradley C Love
Journal:  Sci Adv       Date:  2022-02-25       Impact factor: 14.136

5.  EEG biomarkers of free recall.

Authors:  B S Katerman; Y Li; J K Pazdera; C Keane; M J Kahana
Journal:  Neuroimage       Date:  2021-12-01       Impact factor: 7.400

6.  Predicting memory from the network structure of naturalistic events.

Authors:  Hongmi Lee; Janice Chen
Journal:  Nat Commun       Date:  2022-07-22       Impact factor: 17.694

7.  Event boundaries shape temporal organization of memory by resetting temporal context.

Authors:  Yi Pu; Xiang-Zhen Kong; Charan Ranganath; Lucia Melloni
Journal:  Nat Commun       Date:  2022-02-02       Impact factor: 14.919

  7 in total

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