{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,13]],"date-time":"2026-05-13T03:41:05Z","timestamp":1778643665346,"version":"3.51.4"},"update-to":[{"DOI":"10.1371\/journal.pcbi.1012507","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000}}],"reference-count":188,"publisher":"Public Library of Science (PLoS)","issue":"10","license":[{"start":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T00:00:00Z","timestamp":1729555200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2219323"],"award-info":[{"award-number":["2219323"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"abstract":"<jats:p>A central goal of neuroscience is to understand how function-relevant brain activations are generated. Here we test the hypothesis that function-relevant brain activations are generated primarily by distributed network flows. We focused on visual processing in human cortex, given the long-standing literature supporting the functional relevance of brain activations in visual cortex regions exhibiting visual category selectivity. We began by using fMRI data from N = 352 human participants to identify category-specific responses in visual cortex for images of faces, places, body parts, and tools. We then systematically tested the hypothesis that distributed network flows can generate these localized visual category selective responses. This was accomplished using a recently developed approach for simulating \u2013 in a highly empirically constrained manner \u2013 the generation of task-evoked brain activations by modeling activity flowing over intrinsic brain connections. We next tested refinements to our hypothesis, focusing on how stimulus-driven network interactions initialized in V1 generate downstream visual category selectivity. We found evidence that network flows directly from V1 were sufficient for generating visual category selectivity, but that additional, globally distributed (whole-cortex) network flows increased category selectivity further. Using null network architectures we also found that each region\u2019s unique intrinsic \u201cconnectivity fingerprint\u201d was key to the generation of category selectivity. These results generalized across regions associated with all four visual categories tested (bodies, faces, places, and tools), and provide evidence that the human brain\u2019s intrinsic network organization plays a prominent role in the generation of functionally relevant, localized responses.<\/jats:p>","DOI":"10.1371\/journal.pcbi.1012507","type":"journal-article","created":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T13:40:35Z","timestamp":1729604435000},"page":"e1012507","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":5,"title":["Distributed network flows generate localized category selectivity in human visual cortex"],"prefix":"10.1371","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5117-2433","authenticated-orcid":true,"given":"Carrisa V.","family":"Cocuzza","sequence":"first","affiliation":[]},{"given":"Ruben","family":"Sanchez-Romero","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2060-4608","authenticated-orcid":true,"given":"Takuya","family":"Ito","sequence":"additional","affiliation":[]},{"given":"Ravi D.","family":"Mill","sequence":"additional","affiliation":[]},{"given":"Brian P.","family":"Keane","sequence":"additional","affiliation":[]},{"given":"Michael W.","family":"Cole","sequence":"additional","affiliation":[]}],"member":"340","published-online":{"date-parts":[[2024,10,22]]},"reference":[{"key":"pcbi.1012507.ref001","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1093\/cercor\/bhp096","article-title":"Cortical connections to area TE in monkey: hybrid modular and distributed organization","volume":"20","author":"E Borra","year":"2010","journal-title":"Cereb Cortex"},{"key":"pcbi.1012507.ref002","doi-asserted-by":"crossref","first-page":"2470","DOI":"10.1126\/science.1063414","article-title":"A cortical area selective for visual processing of the human body","volume":"293","author":"PE Downing","year":"2001","journal-title":"Science"},{"key":"pcbi.1012507.ref003","doi-asserted-by":"crossref","first-page":"1626","DOI":"10.1152\/jn.00012.2007","article-title":"Functional MRI analysis of body and body part representations in the extrastriate and fusiform body areas","volume":"98","author":"JC Taylor","year":"2007","journal-title":"J Neurophysiol"},{"key":"pcbi.1012507.ref004","doi-asserted-by":"crossref","first-page":"2109","DOI":"10.1098\/rstb.2006.1934","article-title":"The fusiform face area: a cortical region specialized for the perception of faces","volume":"361","author":"N Kanwisher","year":"2006","journal-title":"Philos Trans R Soc Lond B Biol Sci"},{"key":"pcbi.1012507.ref005","doi-asserted-by":"crossref","first-page":"1747","DOI":"10.1016\/j.neuroimage.2009.04.058","article-title":"Different roles of the parahippocampal place area (PPA) and retrosplenial cortex (RSC) in panoramic scene perception","volume":"47","author":"S Park","year":"2009","journal-title":"Neuroimage"},{"key":"pcbi.1012507.ref006","doi-asserted-by":"crossref","first-page":"402","DOI":"10.1002\/hbm.20116","article-title":"Within-subject reproducibility of category-specific visual activation with functional MRI","volume":"25","author":"MV Peelen","year":"2005","journal-title":"Hum Brain Mapp"},{"key":"pcbi.1012507.ref007","doi-asserted-by":"crossref","first-page":"11163","DOI":"10.1073\/pnas.1005062107","article-title":"Functional specificity in the human brain: a window into the functional architecture of the mind","volume":"107","author":"N. 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