Literature DB >> 27132543

Category-selective patterns of neural response in the ventral visual pathway in the absence of categorical information.

David D Coggan1, Wanling Liu1, Daniel H Baker1, Timothy J Andrews2.   

Abstract

Neuroimaging studies have revealed distinct patterns of response to different object categories in the ventral visual pathway. These findings imply that object category is an important organizing principle in this region of visual cortex. However, object categories also differ systematically in their image properties. So, it is possible that these patterns of neural response could reflect differences in image properties rather than object category. To differentiate between these alternative explanations, we used images of objects that had been phase-scrambled at a local or global level. Both scrambling processes preserved many of the lower-level image properties, but rendered the images unrecognizable. We then measured the effect of image scrambling on the patterns of neural response within the ventral pathway. We found that intact and scrambled images evoked distinct category-selective patterns of activity in the ventral stream. Moreover, intact and scrambled images of the same object category produced highly similar patterns of response. These results suggest that the neural representation in the ventral visual pathway is tightly linked to the statistical properties of the image.
Copyright © 2016 Elsevier Inc. All rights reserved.

Keywords:  Face; MVPA; Object recognition; Ventral stream; fMRI

Mesh:

Year:  2016        PMID: 27132543     DOI: 10.1016/j.neuroimage.2016.04.060

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  22 in total

1.  A data-driven approach to stimulus selection reveals an image-based representation of objects in high-level visual areas.

Authors:  David D Coggan; Afrodite Giannakopoulou; Sanah Ali; Burcu Goz; David M Watson; Tom Hartley; Daniel H Baker; Timothy J Andrews
Journal:  Hum Brain Mapp       Date:  2019-07-23       Impact factor: 5.038

2.  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

3.  Being BOLD: The neural dynamics of face perception.

Authors:  Francesco Gentile; Justin Ales; Bruno Rossion
Journal:  Hum Brain Mapp       Date:  2016-09-01       Impact factor: 5.038

4.  Symmetrical Viewpoint Representations in Face-Selective Regions Convey an Advantage in the Perception and Recognition of Faces.

Authors:  Tessa R Flack; Richard J Harris; Andrew W Young; Timothy J Andrews
Journal:  J Neurosci       Date:  2019-03-06       Impact factor: 6.167

5.  Suppressed Sensory Response to Predictable Object Stimuli throughout the Ventral Visual Stream.

Authors:  David Richter; Matthias Ekman; Floris P de Lange
Journal:  J Neurosci       Date:  2018-07-20       Impact factor: 6.167

Review 6.  On the relationship between maps and domains in inferotemporal cortex.

Authors:  Michael J Arcaro; Margaret S Livingstone
Journal:  Nat Rev Neurosci       Date:  2021-08-03       Impact factor: 34.870

7.  Differences in selectivity to natural images in early visual areas (V1-V3).

Authors:  David D Coggan; Luke A Allen; Oliver R H Farrar; Andre D Gouws; Antony B Morland; Daniel H Baker; Timothy J Andrews
Journal:  Sci Rep       Date:  2017-05-26       Impact factor: 4.379

8.  Untangling the Animacy Organization of Occipitotemporal Cortex.

Authors:  J Brendan Ritchie; Astrid A Zeman; Joyce Bosmans; Shuo Sun; Kirsten Verhaegen; Hans P Op de Beeck
Journal:  J Neurosci       Date:  2021-07-06       Impact factor: 6.167

9.  Hand-Selective Visual Regions Represent How to Grasp 3D Tools: Brain Decoding during Real Actions.

Authors:  Ethan Knights; Courtney Mansfield; Diana Tonin; Janak Saada; Fraser W Smith; Stéphanie Rossit
Journal:  J Neurosci       Date:  2021-05-10       Impact factor: 6.167

10.  The Role of Visual and Semantic Properties in the Emergence of Category-Specific Patterns of Neural Response in the Human Brain.

Authors:  David D Coggan; Daniel H Baker; Timothy J Andrews
Journal:  eNeuro       Date:  2016-08-01
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