title: Fingerprints of Learned Object Recognition Seen in the fMRI Activation Patterns of Lateral Occipital Complex.
abstract: One feature of visual processing in the ventral stream is that cortical responses gradually depart from the physical aspects of the visual stimulus and become correlated with perceptual experience. Thus, unlike early retinotopic areas, the responses in the object-related lateral occipital complex (LOC) are typically immune to parameter changes (e.g., contrast, location, etc.) when these do not affect recognition. Here, we use a complementary approach to highlight changes in brain activity following a shift in the perceptual state (in the absence of any alteration in the physical image). Specifically, we focus on LOC and early visual cortex (EVC) and compare their functional magnetic resonance imaging (fMRI) responses to degraded object images, before and after fast perceptual learning that renders initially unrecognized objects identifiable. Using 3 complementary analyses, we find that, in LOC, unlike EVC, learned recognition is associated with a change in the multivoxel response pattern to degraded object images, such that the response becomes significantly more correlated with that evoked by the intact version of the same image. This provides further evidence that the coding in LOC reflects the recognition of visual objects.
authors.affiliation: Department of Neurobiology Interdisciplinary Center for Neural Computation Edmond & Lily Safra Center for Brain Sciences, Hebrew University, Jerusalem 91904, Israel.
authors.forename: Zvi N
authors.initials: ZN
authors.lastname: Roth
authors.affiliation: Department of Neurobiology Interdisciplinary Center for Neural Computation Edmond & Lily Safra Center for Brain Sciences, Hebrew University, Jerusalem 91904, Israel.
authors.forename: Ehud
authors.initials: E
authors.lastname: Zohary
mesh_terms: D000328:Adult; D000704:Analysis of Variance; D005260:Female; D007839:Functional Laterality / Q000502:physiology*; D006801:Humans; D007091:Image Processing, Computer-Assisted; D007092:Imagination; D007858:Learning / Q000502:physiology*; D008279:Magnetic Resonance Imaging; D008297:Male; D009778:Occipital Lobe / Q000098:blood supply*; D010100:Oxygen / Q000097:blood; D010364:Pattern Recognition, Visual / Q000502:physiology*; D010775:Photic Stimulation; D021641:Recognition, Psychology; D013223:Statistics as Topic; D013997:Time Factors; D055815:Young Adult
chemical_list: D010100:Oxygen
keywords: LOC; MVPA; fMRI; object perception; perceptual learning