Evidence map›Paper›PMID 27510579›Full record

ArticleScientific reports2016

Retrieval-Based Model Accounts for Striking Profile of Episodic Memory and Generalization.

Andrea Banino, Raphael Koster, Demis Hassabis, Dharshan Kumaran

Abstract read
In one paragraph

Article in Scientific reports, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

28 citing papers in PubMed.

  1. The hippocampus rapidly integrates sequence representations during novel multistep predictions.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2026
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  10. Mental representation of equivalence and order.Quarterly journal of experimental psychology (2006) · 2023
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  16. Category-Biased Neural Representations Form Spontaneously during Learning That Emphasizes Memory for Specific Instances.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2022
    Article
  17. Stress-induced generalization of negative memories is mediated by an extended hippocampal circuit.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2022
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Andrea BaninoGoogle DeepMind, 5 New St Square, London EC4A 3TW, UK.
Raphael KosterGoogle DeepMind, 5 New St Square, London EC4A 3TW, UK.
Demis HassabisGoogle DeepMind, 5 New St Square, London EC4A 3TW, UK.
Dharshan KumaranGoogle DeepMind, 5 New St Square, London EC4A 3TW, UK.

Funding

Wellcome Trust
6 · The paper itself

Abstract

A fundamental theoretical tension exists between the role of the hippocampus in generalizing across a set of related episodes, and in supporting memory for individual episodes. Whilst the former requires an appreciation of the commonalities across episodes, the latter emphasizes the representation of the specifics of individual experiences. We developed a novel version of the hippocampal-dependent paired associate inference (PAI) paradigm, which afforded us the unique opportunity to investigate the relationship between episodic memory and generalization in parallel. Across four experiments, we provide surprising evidence that the overlap between object pairs in the PAI paradigm results in a marked loss of episodic memory. Critically, however, we demonstrate that superior generalization ability was associated with stronger episodic memory. Through computational simulations we show that this striking profile of behavioral findings is best accounted for by a mechanism by which generalization occurs at the point of retrieval, through the recombination of related episodes on the fly. Taken together, our study offers new insights into the intricate relationship between episodic memory and generalization, and constrains theories of the mechanisms by which the hippocampus supports generalization.

Indexed as

Memory, EpisodicBayes TheoremComputer SimulationFemaleGeneralization, PsychologicalHippocampusHumansLogistic ModelsMale

Identifiers

PMID27510579
PMCPMC4980665

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.