Literature DB >> 31820676

Content-based Dissociation of Hippocampal Involvement in Prediction.

Peter Kok1,2, Lindsay I Rait1, Nicholas B Turk-Browne1.   

Abstract

Recent work suggests that a key function of the hippocampus is to predict the future. This is thought to depend on its ability to bind inputs over time and space and to retrieve upcoming or missing inputs based on partial cues. In line with this, previous research has revealed prediction-related signals in the hippocampus for complex visual objects, such as fractals and abstract shapes. Implicit in such accounts is that these computations in the hippocampus reflect domain-general processes that apply across different types and modalities of stimuli. An alternative is that the hippocampus plays a more domain-specific role in predictive processing, with the type of stimuli being predicted determining its involvement. To investigate this, we compared hippocampal responses to auditory cues predicting abstract shapes (Experiment 1) versus oriented gratings (Experiment 2). We measured brain activity in male and female human participants using high-resolution fMRI, in combination with inverted encoding models to reconstruct shape and orientation information. Our results revealed that expectations about shape and orientation evoked distinct representations in the hippocampus. For complex shapes, the hippocampus represented which shape was expected, potentially serving as a source of top-down predictions. In contrast, for simple gratings, the hippocampus represented only unexpected orientations, more reminiscent of a prediction error. We discuss several potential explanations for this content-based dissociation in hippocampal function, concluding that the computational role of the hippocampus in predictive processing may depend on the nature and complexity of stimuli.

Entities:  

Year:  2019        PMID: 31820676      PMCID: PMC6996939          DOI: 10.1162/jocn_a_01509

Source DB:  PubMed          Journal:  J Cogn Neurosci        ISSN: 0898-929X            Impact factor:   3.225


  65 in total

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Authors:  Tai Sing Lee; David Mumford
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Review 3.  The neurobiology of memory based predictions.

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4.  Cross-orientation suppression in human visual cortex.

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5.  The hippocampus as a predictive map.

Authors:  Kimberly L Stachenfeld; Matthew M Botvinick; Samuel J Gershman
Journal:  Nat Neurosci       Date:  2017-10-02       Impact factor: 24.884

Review 6.  The hippocampal-VTA loop: controlling the entry of information into long-term memory.

Authors:  John E Lisman; Anthony A Grace
Journal:  Neuron       Date:  2005-06-02       Impact factor: 17.173

7.  QUEST: a Bayesian adaptive psychometric method.

Authors:  A B Watson; D G Pelli
Journal:  Percept Psychophys       Date:  1983-02

8.  Associative Prediction of Visual Shape in the Hippocampus.

Authors:  Peter Kok; Nicholas B Turk-Browne
Journal:  J Neurosci       Date:  2018-07-09       Impact factor: 6.167

9.  Statistical Learning Signals in Macaque Inferior Temporal Cortex.

Authors:  Peter Kaposvari; Susheel Kumar; Rufin Vogels
Journal:  Cereb Cortex       Date:  2018-01-01       Impact factor: 5.357

10.  Decoding and reconstructing color from responses in human visual cortex.

Authors:  Gijs Joost Brouwer; David J Heeger
Journal:  J Neurosci       Date:  2009-11-04       Impact factor: 6.167

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  6 in total

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5.  Contextual Expectations Shape Cortical Reinstatement of Sensory Representations.

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Review 6.  The promise of layer-specific neuroimaging for testing predictive coding theories of psychosis.

Authors:  J Haarsma; P Kok; M Browning
Journal:  Schizophr Res       Date:  2020-11-13       Impact factor: 4.662

  6 in total

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