Literature DB >> 24889618

Processing multiple visual objects is limited by overlap in neural channels.

Michael A Cohen1, Talia Konkle2, Juliana Y Rhee3, Ken Nakayama2, George A Alvarez2.   

Abstract

High-level visual categories (e.g., faces, bodies, scenes, and objects) have separable neural representations across the visual cortex. Here, we show that this division of neural resources affects the ability to simultaneously process multiple items. In a behavioral task, we found that performance was superior when items were drawn from different categories (e.g., two faces/two scenes) compared to when items were drawn from one category (e.g., four faces). The magnitude of this mixed-category benefit depended on which stimulus categories were paired together (e.g., faces and scenes showed a greater behavioral benefit than objects and scenes). Using functional neuroimaging (i.e., functional MRI), we showed that the size of the mixed-category benefit was predicted by the amount of separation between neural response patterns, particularly within occipitotemporal cortex. These results suggest that the ability to process multiple items at once is limited by the extent to which those items are represented by separate neural populations.

Keywords:  capacity limitations; competition; representational similarity; visual cognition; working memory

Mesh:

Year:  2014        PMID: 24889618      PMCID: PMC4066506          DOI: 10.1073/pnas.1317860111

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  45 in total

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2.  Associative knowledge controls deployment of visual selective attention.

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3.  Tracking multiple objects is limited only by object spacing, not by speed, time, or capacity.

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4.  Discrete fixed-resolution representations in visual working memory.

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5.  How many locations can be selected at once?

Authors:  Steven L Franconeri; George A Alvarez; James T Enns
Journal:  J Exp Psychol Hum Percept Perform       Date:  2007-10       Impact factor: 3.332

6.  Restricted attentional capacity within but not between sensory modalities.

Authors:  J Duncan; S Martens; R Ward
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Journal:  Psychol Rev       Date:  1987-04       Impact factor: 8.934

8.  Neural specificity predicts fluid processing ability in older adults.

Authors:  Joonkoo Park; Joshua Carp; Andrew Hebrank; Denise C Park; Thad A Polk
Journal:  J Neurosci       Date:  2010-07-07       Impact factor: 6.167

9.  Distributed and overlapping representations of faces and objects in ventral temporal cortex.

Authors:  J V Haxby; M I Gobbini; M L Furey; A Ishai; J L Schouten; P Pietrini
Journal:  Science       Date:  2001-09-28       Impact factor: 47.728

Review 10.  Flexible cognitive resources: competitive content maps for attention and memory.

Authors:  Steven L Franconeri; George A Alvarez; Patrick Cavanagh
Journal:  Trends Cogn Sci       Date:  2013-02-18       Impact factor: 20.229

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  27 in total

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Journal:  Mem Cognit       Date:  2019-08

3.  Facing a Regular World: How Spatial Object Structure Shapes Visual Processing.

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4.  Distinct neural substrates for visual short-term memory of actions.

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5.  Conscious access in the near absence of attention: critical extensions on the dual-task paradigm.

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Review 6.  What is the Bandwidth of Perceptual Experience?

Authors:  Michael A Cohen; Daniel C Dennett; Nancy Kanwisher
Journal:  Trends Cogn Sci       Date:  2016-05       Impact factor: 20.229

7.  Discrete capacity limits and neuroanatomical correlates of visual short-term memory for objects and spatial locations.

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8.  The Ventral Visual Pathway Represents Animal Appearance over Animacy, Unlike Human Behavior and Deep Neural Networks.

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9.  Representational similarity precedes category selectivity in the developing ventral visual pathway.

Authors:  Michael A Cohen; Daniel D Dilks; Kami Koldewyn; Sarah Weigelt; Jenelle Feather; Alexander Je Kell; Boris Keil; Bruce Fischl; Lilla Zöllei; Lawrence Wald; Rebecca Saxe; Nancy Kanwisher
Journal:  Neuroimage       Date:  2019-05-08       Impact factor: 6.556

10.  Individual differences reveal limited mixed-category effects during a visual working memory task.

Authors:  Ryan E B Mruczek; Kyle W Killebrew; Marian E Berryhill
Journal:  Neuropsychologia       Date:  2018-12-06       Impact factor: 3.139

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