Literature DB >> 22723705

Categorical, yet graded--single-image activation profiles of human category-selective cortical regions.

Marieke Mur1, Douglas A Ruff, Jerzy Bodurka, Peter De Weerd, Peter A Bandettini, Nikolaus Kriegeskorte.   

Abstract

Human inferior temporal cortex contains category-selective visual regions, including the fusiform face area (FFA) and the parahippocampal place area (PPA). These regions are defined by their greater category-average activation to the preferred category (faces and places, respectively) relative to nonpreferred categories. The approach of investigating category-average activation has left unclear to what extent category selectivity holds for individual object images. Here we investigate single-image activation profiles to address (1) whether each image from the preferred category elicits greater activation than any image outside the preferred category (categorical ranking), (2) whether there are activation differences within and outside the preferred category (gradedness), and (3) whether the activation profile falls off continuously across the category boundary or exhibits a discontinuity at the boundary (category step). We used functional magnetic resonance imaging to measure the activation elicited in the FFA and PPA by each of 96 object images from a wide range of categories, including faces and places, but also humans and animals, and natural and manmade objects. Results suggest that responses in FFA and PPA exhibit almost perfect categorical ranking, are graded within and outside the preferred category, and exhibit a category step. The gradedness within the preferred category was more pronounced in FFA; the category step was more pronounced in PPA. These findings support the idea that these regions have category-specific functions, but are also consistent with a distributed object representation emphasizing categories while still distinguishing individual images.

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Year:  2012        PMID: 22723705      PMCID: PMC3752067          DOI: 10.1523/JNEUROSCI.2334-11.2012

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  37 in total

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5.  Linear systems analysis of functional magnetic resonance imaging in human V1.

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7.  Object-related activity revealed by functional magnetic resonance imaging in human occipital cortex.

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  25 in total

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3.  The Dorsal Medial Prefrontal Cortex Responds Preferentially to Social Interactions during Natural Viewing.

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Review 9.  The functional architecture of the ventral temporal cortex and its role in categorization.

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