Literature DB >> 33729156

Neural representation of abstract task structure during generalization.

Avinash R Vaidya1, Henry M Jones1,2, Johanny Castillo1,3, David Badre1,4.   

Abstract

Cognitive models in psychology and neuroscience widely assume that the human brain maintains an abstract representation of tasks. This assumption is fundamental to theories explaining how we learn quickly, think creatively, and act flexibly. However, neural evidence for a verifiably generative abstract task representation has been lacking. Here, we report an experimental paradigm that requires forming such a representation to act adaptively in novel conditions without feedback. Using functional magnetic resonance imaging, we observed that abstract task structure was represented within left mid-lateral prefrontal cortex, bilateral precuneus, and inferior parietal cortex. These results provide support for the neural instantiation of the long-supposed abstract task representation in a setting where we can verify its influence. Such a representation can afford massive expansions of behavioral flexibility without additional experience, a vital characteristic of human cognition.
© 2021, Vaidya et al.

Entities:  

Keywords:  cognition; decision-making; human; inference; learning; neuroscience; psychology; reinforcement

Year:  2021        PMID: 33729156      PMCID: PMC8016482          DOI: 10.7554/eLife.63226

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.140


  66 in total

1.  Evidence for a Functional Hierarchy of Association Networks.

Authors:  Eun Young Choi; Garrett K Drayna; David Badre
Journal:  J Cogn Neurosci       Date:  2018-01-08       Impact factor: 3.225

2.  The Chicago face database: A free stimulus set of faces and norming data.

Authors:  Debbie S Ma; Joshua Correll; Bernd Wittenbrink
Journal:  Behav Res Methods       Date:  2015-12

3.  Complementary learning systems within the hippocampus: a neural network modelling approach to reconciling episodic memory with statistical learning.

Authors:  Anna C Schapiro; Nicholas B Turk-Browne; Matthew M Botvinick; Kenneth A Norman
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2017-01-05       Impact factor: 6.237

4.  Multi-voxel patterns of visual category representation during episodic encoding are predictive of subsequent memory.

Authors:  Brice A Kuhl; Jesse Rissman; Anthony D Wagner
Journal:  Neuropsychologia       Date:  2011-09-08       Impact factor: 3.139

Review 5.  Frontal Cortex and the Hierarchical Control of Behavior.

Authors:  David Badre; Derek Evan Nee
Journal:  Trends Cogn Sci       Date:  2017-12-08       Impact factor: 20.229

6.  Some cognitive effects of frontal-lobe lesions in man.

Authors:  B Milner
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  1982-06-25       Impact factor: 6.237

7.  Orbitofrontal cortex as a cognitive map of task space.

Authors:  G Schoenbaum; Yael Niv; Robert C Wilson; Yuji K Takahashi
Journal:  Neuron       Date:  2014-01-22       Impact factor: 17.173

8.  Dissociable Neural Systems Support the Learning and Transfer of Hierarchical Control Structure.

Authors:  Adam Eichenbaum; Jason M Scimeca; Mark D'Esposito
Journal:  J Neurosci       Date:  2020-07-20       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.  Gradual extinction prevents the return of fear: implications for the discovery of state.

Authors:  Samuel J Gershman; Carolyn E Jones; Kenneth A Norman; Marie-H Monfils; Yael Niv
Journal:  Front Behav Neurosci       Date:  2013-11-18       Impact factor: 3.558

View more
  5 in total

1.  Cognitive maps of social features enable flexible inference in social networks.

Authors:  Jae-Young Son; Apoorva Bhandari; Oriel FeldmanHall
Journal:  Proc Natl Acad Sci U S A       Date:  2021-09-28       Impact factor: 11.205

Review 2.  Abstract task representations for inference and control.

Authors:  Avinash R Vaidya; David Badre
Journal:  Trends Cogn Sci       Date:  2022-04-22       Impact factor: 24.482

3.  Is the core function of orbitofrontal cortex to signal values or make predictions?

Authors:  Jingfeng Zhou; Matthew P H Gardner; Geoffrey Schoenbaum
Journal:  Curr Opin Behav Sci       Date:  2021-02-25

4.  The hippocampus and orbitofrontal cortex jointly represent task structure during memory-guided decision making.

Authors:  Eda Mızrak; Nichole R Bouffard; Laura A Libby; Erie D Boorman; Charan Ranganath
Journal:  Cell Rep       Date:  2021-11-30       Impact factor: 9.423

5.  Computational Investigations of Learning and Synchronization in Cognitive Control.

Authors:  Pieter Huycke; Elise Lesage; C Nico Boehler; Tom Verguts
Journal:  J Cogn       Date:  2022-09-30
  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.