{"id":"https://openalex.org/W1983147109","doi":"https://doi.org/10.1145/2393347.2393353","title":"Decoding visual experience from the human brain","display_name":"Decoding visual experience from the human brain","publication_year":2012,"publication_date":"2012-10-29","ids":{"openalex":"https://openalex.org/W1983147109","doi":"https://doi.org/10.1145/2393347.2393353","mag":"1983147109"},"language":"en","primary_location":{"id":"doi:10.1145/2393347.2393353","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2393347.2393353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM international conference on Multimedia","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078484869","display_name":"Yukiyasu Kamitani","orcid":"https://orcid.org/0000-0002-9300-8268"},"institutions":[{"id":"https://openalex.org/I4210104143","display_name":"Advanced Telecommunications Research Institute International","ror":"https://ror.org/01pe1d703","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210104143"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yukiyasu Kamitani","raw_affiliation_strings":["ATR Computational Neuroscience Laboratories, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"ATR Computational Neuroscience Laboratories, Kyoto, Japan","institution_ids":["https://openalex.org/I4210104143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5078484869"],"corresponding_institution_ids":["https://openalex.org/I4210104143"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0736621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11094","display_name":"Face Recognition and Perception","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.8171697854995728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7272148132324219},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.6861558556556702},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.6439645290374756},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6365305185317993},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.6290162801742554},{"id":"https://openalex.org/keywords/stimulus","display_name":"Stimulus (psychology)","score":0.5346606969833374},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.5243037939071655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4796333909034729},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4641706943511963},{"id":"https://openalex.org/keywords/visual-cortex","display_name":"Visual cortex","score":0.4178367257118225},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35942280292510986},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3181985318660736},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2884995937347412},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.22660288214683533},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.17654761672019958},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07796245813369751}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8171697854995728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7272148132324219},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6861558556556702},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.6439645290374756},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6365305185317993},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.6290162801742554},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.5346606969833374},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.5243037939071655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4796333909034729},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4641706943511963},{"id":"https://openalex.org/C2779345533","wikidata":"https://www.wikidata.org/wiki/Q75785","display_name":"Visual cortex","level":2,"score":0.4178367257118225},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35942280292510986},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3181985318660736},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2884995937347412},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.22660288214683533},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.17654761672019958},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07796245813369751},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2393347.2393353","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2393347.2393353","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2364136578","https://openalex.org/W128114763","https://openalex.org/W2042800611","https://openalex.org/W2051472919","https://openalex.org/W4386213410","https://openalex.org/W1981468049","https://openalex.org/W2072179998","https://openalex.org/W2371524820","https://openalex.org/W2534241281","https://openalex.org/W2043314251"],"abstract_inverted_index":{"Brain":[0],"activity":[1,51,69],"can":[2,136],"be":[3,88,137],"seen":[4],"as":[5,17],"\"codes\"":[6],"that":[7,27],"encode":[8,28],"mental":[9,47],"states.":[10],"Recent":[11],"advances":[12],"in":[13,83,129],"human":[14,38],"neuroimaging":[15],"such":[16],"functional":[18],"magnetic":[19],"resonance":[20],"imaging":[21],"(fMRI)":[22],"have":[23],"revealed":[24],"brain":[25,50],"regions":[26],"specific":[29],"behavior":[30],"and":[31],"cognition.":[32],"Despite":[33],"the":[34,101,141,148,162],"wide-spread":[35],"use":[36],"of":[37,95,134,143,150,179],"neuroimaging,":[39],"its":[40],"potential":[41,177],"to":[42,100,108,156,168,182],"read":[43],"out,":[44],"or":[45],"\"decode\",":[46],"contents":[48],"from":[49,67,90],"has":[52],"not":[53],"been":[54],"fully":[55],"explored.":[56],"In":[57],"this":[58,151],"talk,":[59],"I":[60,76,175],"present":[61],"methods":[62],"for":[63,103],"decoding":[64,127,181],"visual":[65,80,159],"representations":[66],"fMRI":[68,92,166],"patterns":[70],"based":[71],"on":[72,165],"machine":[73],"learning":[74],"techniques.":[75],"show":[77],"how":[78],"early":[79],"features":[81,97],"represented":[82],"\"subvoxel\"":[84],"neural":[85,104,180],"structures":[86],"could":[87],"decoded":[89,138],"ensemble":[91],"responses.":[93],"Decoding":[94],"stimulus":[96,120],"is":[98],"extended":[99],"method":[102],"mind-reading,":[105],"which":[106,130],"attempts":[107],"predict":[109],"a":[110,115,125,131],"person's":[111],"subjective":[112],"state":[113],"using":[114,161],"decoder":[116,145,163],"trained":[117,164],"with":[118],"unambiguous":[119],"presentation.":[121],"We":[122],"then":[123],"discuss":[124,176],"modular":[126],"approach,":[128,152],"wide":[132],"variety":[133],"percepts":[135],"by":[139],"combining":[140],"outputs":[142],"multiple":[144],"modules.":[146],"On":[147],"basis":[149],"we":[153],"were":[154],"able":[155],"reconstruct":[157],"arbitrary":[158],"images":[160],"responses":[167],"only":[169],"several":[170],"hundred":[171],"random":[172],"images.":[173],"Finally,":[174],"applications":[178],"brain-based":[183],"communications.":[184]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}