Literature DB >> 35286384

Using High-Density Electroencephalography to Explore Spatiotemporal Representations of Object Categories in Visual Cortex.

Gennadiy Gurariy1, Ryan E B Mruczek2, Jacqueline C Snow3, Gideon P Caplovitz3.   

Abstract

Visual object perception involves neural processes that unfold over time and recruit multiple regions of the brain. Here, we use high-density EEG to investigate the spatiotemporal representations of object categories across the dorsal and ventral pathways. In , human participants were presented with images from two animate object categories (birds and insects) and two inanimate categories (tools and graspable objects). In , participants viewed images of tools and graspable objects from a different stimulus set, one in which a shape confound that often exists between these categories (elongation) was controlled for. To explore the temporal dynamics of object representations, we employed time-resolved multivariate pattern analysis on the EEG time series data. This was performed at the electrode level as well as in source space of two regions of interest: one encompassing the ventral pathway and another encompassing the dorsal pathway. Our results demonstrate shape, exemplar, and category information can be decoded from the EEG signal. Multivariate pattern analysis within source space revealed that both dorsal and ventral pathways contain information pertaining to shape, inanimate object categories, and animate object categories. Of particular interest, we note striking similarities obtained in both ventral stream and dorsal stream regions of interest. These findings provide insight into the spatio-temporal dynamics of object representation and contribute to a growing literature that has begun to redefine the traditional role of the dorsal pathway.
© 2022 Massachusetts Institute of Technology.

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Year:  2022        PMID: 35286384      PMCID: PMC9169880          DOI: 10.1162/jocn_a_01845

Source DB:  PubMed          Journal:  J Cogn Neurosci        ISSN: 0898-929X            Impact factor:   3.420


  124 in total

1.  Partially distributed representations of objects and faces in ventral temporal cortex.

Authors:  Alice J O'Toole; Fang Jiang; Hervé Abdi; James V Haxby
Journal:  J Cogn Neurosci       Date:  2005-04       Impact factor: 3.225

2.  Neural foundations for understanding social and mechanical concepts.

Authors:  Alex Martin; Jill Weisberg
Journal:  Cogn Neuropsychol       Date:  2003       Impact factor: 2.468

3.  The representation of object concepts in the brain.

Authors:  Alex Martin
Journal:  Annu Rev Psychol       Date:  2007       Impact factor: 24.137

4.  Neural coding of 3D features of objects for hand action in the parietal cortex of the monkey.

Authors:  H Sakata; M Taira; M Kusunoki; A Murata; Y Tanaka; K Tsutsui
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  1998-08-29       Impact factor: 6.237

5.  The VideoToolbox software for visual psychophysics: transforming numbers into movies.

Authors:  D G Pelli
Journal:  Spat Vis       Date:  1997

Review 6.  Decoding Dynamic Brain Patterns from Evoked Responses: A Tutorial on Multivariate Pattern Analysis Applied to Time Series Neuroimaging Data.

Authors:  Tijl Grootswagers; Susan G Wardle; Thomas A Carlson
Journal:  J Cogn Neurosci       Date:  2016-10-25       Impact factor: 3.225

7.  Mid-level visual features underlie the high-level categorical organization of the ventral stream.

Authors:  Bria Long; Chen-Ping Yu; Talia Konkle
Journal:  Proc Natl Acad Sci U S A       Date:  2018-08-31       Impact factor: 11.205

8.  Extrastriate Visual Areas Integrate Form Features over Space and Time to Construct Representations of Stationary and Rigidly Rotating Objects.

Authors:  J Daniel McCarthy; Peter J Kohler; Peter U Tse; Gideon Paul Caplovitz
Journal:  J Cogn Neurosci       Date:  2015-07-30       Impact factor: 3.225

9.  Does tool-related fMRI activity within the intraparietal sulcus reflect the plan to grasp?

Authors:  Kenneth F Valyear; Cristiana Cavina-Pratesi; Amanda J Stiglick; Jody C Culham
Journal:  Neuroimage       Date:  2007-03-31       Impact factor: 6.556

10.  Behaviorally Relevant Abstract Object Identity Representation in the Human Parietal Cortex.

Authors:  Su Keun Jeong; Yaoda Xu
Journal:  J Neurosci       Date:  2016-02-03       Impact factor: 6.167

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