title: Probing principles of large-scale object representation: category preference and location encoding.
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.
authors.affiliation: Bernstein Center for Computational Neuroscience Berlin, Charité-Universitätsmedizin Berlin, Germany. rmcichy@gmail.com
authors.forename: Radoslaw Martin
authors.initials: RM
authors.lastname: Cichy
authors.forename: Philipp
authors.initials: P
authors.lastname: Sterzer
authors.forename: Jakob
authors.initials: J
authors.lastname: Heinzle
authors.forename: Lloyd T
authors.initials: LT
authors.lastname: Elliott
authors.forename: Fernando
authors.initials: F
authors.lastname: Ramirez
authors.forename: John-Dylan
authors.initials: JD
authors.lastname: Haynes
mesh_terms: D000328:Adult; D001921:Brain / Q000098:blood supply / Q000502:physiology*; D001931:Brain Mapping; D004192:Discrimination, Psychological; D005260:Female; D007839:Functional Laterality; D006801:Humans; D007091:Image Processing, Computer-Assisted; D008279:Magnetic Resonance Imaging; D008297:Male; D010364:Pattern Recognition, Visual / Q000145:classification* / Q000502:physiology*; D010775:Photic Stimulation; D021641:Recognition, Psychology / Q000502:physiology*; D055815:Young Adult