Literature DB >> 22371355

Probing principles of large-scale object representation: category preference and location encoding.

Radoslaw Martin Cichy1, Philipp Sterzer, Jakob Heinzle, Lloyd T Elliott, Fernando Ramirez, John-Dylan Haynes.   

Abstract

Knowledge about the principles that govern large-scale neural representations of objects is central to a systematic understanding of object recognition. We used functional magnetic resonance imaging (fMRI) and multivariate pattern classification to investigate two such candidate principles: category preference and location encoding. The former designates the preferential activation of distinct cortical regions by a specific category of objects. The latter refers to information about where in the visual field a particular object is located. Participants viewed exemplars of three object categories (faces, bodies, and scenes) that were presented left or right of fixation. The analysis of fMRI activation patterns revealed the following. Category-selective regions retained their preference to the same categories in a manner tolerant to changes in object location. However, category preference was not absolute: category-selective regions also contained location-tolerant information about nonpreferred categories. Furthermore, location information was present throughout high-level ventral visual cortex and was distributed systematically across the cortical surface. We found more location information in lateral-occipital cortex than in ventral-temporal cortex. Our results provide a systematic account of the extent to which the principles of category preference and location encoding determine the representation of objects in the high-level ventral visual cortex.
Copyright © 2012 Wiley Periodicals, Inc.

Entities:  

Mesh:

Year:  2012        PMID: 22371355      PMCID: PMC6870376          DOI: 10.1002/hbm.22020

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  91 in total

Review 1.  The lateral occipital complex and its role in object recognition.

Authors:  K Grill-Spector; Z Kourtzi; N Kanwisher
Journal:  Vision Res       Date:  2001       Impact factor: 1.886

Review 2.  (Coarse coding of shape fragments) + (retinotopy) approximately = representation of structure.

Authors:  S Edelman; N Intrator
Journal:  Spat Vis       Date:  2000

3.  Center-periphery organization of human object areas.

Authors:  I Levy; U Hasson; G Avidan; T Hendler; R Malach
Journal:  Nat Neurosci       Date:  2001-05       Impact factor: 24.884

4.  Cortical surface-based analysis. II: Inflation, flattening, and a surface-based coordinate system.

Authors:  B Fischl; M I Sereno; A M Dale
Journal:  Neuroimage       Date:  1999-02       Impact factor: 6.556

5.  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

6.  Predicting the orientation of invisible stimuli from activity in human primary visual cortex.

Authors:  John-Dylan Haynes; Geraint Rees
Journal:  Nat Neurosci       Date:  2005-04-24       Impact factor: 24.884

7.  An area within human ventral cortex sensitive to "building" stimuli: evidence and implications.

Authors:  G K Aguirre; E Zarahn; M D'Esposito
Journal:  Neuron       Date:  1998-08       Impact factor: 17.173

8.  Location of human face-selective cortex with respect to retinotopic areas.

Authors:  E Halgren; A M Dale; M I Sereno; R B Tootell; K Marinkovic; B R Rosen
Journal:  Hum Brain Mapp       Date:  1999       Impact factor: 5.038

9.  Functional magnetic resonance imaging investigation of overlapping lateral occipitotemporal activations using multi-voxel pattern analysis.

Authors:  Paul E Downing; Alison J Wiggett; Marius V Peelen
Journal:  J Neurosci       Date:  2007-01-03       Impact factor: 6.167

10.  Faces and objects in macaque cerebral cortex.

Authors:  Doris Y Tsao; Winrich A Freiwald; Tamara A Knutsen; Joseph B Mandeville; Roger B H Tootell
Journal:  Nat Neurosci       Date:  2003-09       Impact factor: 24.884

View more
  14 in total

1.  Examining the Coding Strength of Object Identity and Nonidentity Features in Human Occipito-Temporal Cortex and Convolutional Neural Networks.

Authors:  Yaoda Xu; Maryam Vaziri-Pashkam
Journal:  J Neurosci       Date:  2021-03-31       Impact factor: 6.167

2.  Dynamic population codes of multiplexed stimulus features in primate area MT.

Authors:  Erin Goddard; Samuel G Solomon; Thomas A Carlson
Journal:  J Neurophysiol       Date:  2017-04-05       Impact factor: 2.714

Review 3.  Recent developments in multivariate pattern analysis for functional MRI.

Authors:  Zhi Yang; Fang Fang; Xuchu Weng
Journal:  Neurosci Bull       Date:  2012-08       Impact factor: 5.203

4.  Categorical representation from sound and sight in the ventral occipito-temporal cortex of sighted and blind.

Authors:  Stefania Mattioni; Mohamed Rezk; Ceren Battal; Roberto Bottini; Karen E Cuculiza Mendoza; Nikolaas N Oosterhof; Olivier Collignon
Journal:  Elife       Date:  2020-02-28       Impact factor: 8.140

5.  Frontal and parietal cortical interactions with distributed visual representations during selective attention and action selection.

Authors:  Natalie Nelissen; Mark Stokes; Anna C Nobre; Matthew F S Rushworth
Journal:  J Neurosci       Date:  2013-10-16       Impact factor: 6.167

6.  Re-engaging with the past: recapitulation of encoding operations during episodic retrieval.

Authors:  Alexa M Morcom
Journal:  Front Hum Neurosci       Date:  2014-05-27       Impact factor: 3.169

7.  Functional MRI Representational Similarity Analysis Reveals a Dissociation between Discriminative and Relative Location Information in the Human Visual System.

Authors:  Zvi N Roth
Journal:  Front Integr Neurosci       Date:  2016-03-30

8.  Similarity-Based Fusion of MEG and fMRI Reveals Spatio-Temporal Dynamics in Human Cortex During Visual Object Recognition.

Authors:  Radoslaw Martin Cichy; Dimitrios Pantazis; Aude Oliva
Journal:  Cereb Cortex       Date:  2016-05-27       Impact factor: 5.357

9.  Position and Identity Information Available in fMRI Patterns of Activity in Human Visual Cortex.

Authors:  Zvi N Roth; Ehud Zohary
Journal:  J Neurosci       Date:  2015-08-19       Impact factor: 6.167

Review 10.  Examining similarity structure: multidimensional scaling and related approaches in neuroimaging.

Authors:  Svetlana V Shinkareva; Jing Wang; Douglas H Wedell
Journal:  Comput Math Methods Med       Date:  2013-04-15       Impact factor: 2.238

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.