{"id":"https://openalex.org/W2604502666","doi":"https://doi.org/10.1162/jocn_a_01135","title":"Encoding of Predictable and Unpredictable Stimuli by Inferior Temporal Cortical Neurons","display_name":"Encoding of Predictable and Unpredictable Stimuli by Inferior Temporal Cortical Neurons","publication_year":2017,"publication_date":"2017-04-07","ids":{"openalex":"https://openalex.org/W2604502666","doi":"https://doi.org/10.1162/jocn_a_01135","mag":"2604502666"},"language":"en","primary_location":{"id":"doi:10.1162/jocn_a_01135","is_oa":false,"landing_page_url":"https://doi.org/10.1162/jocn_a_01135","pdf_url":null,"source":{"id":"https://openalex.org/S123144817","display_name":"Journal of Cognitive Neuroscience","issn_l":"0898-929X","issn":["0898-929X","1530-8898"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cognitive Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/123456789/668297","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057671318","display_name":"Susheel Kumar","orcid":"https://orcid.org/0000-0002-5275-2576"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Susheel Kumar","raw_affiliation_strings":["KU Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008297175","display_name":"P\u00e9ter Kaposv\u00e1ri","orcid":"https://orcid.org/0000-0002-5345-5987"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]},{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["BE","HU"],"is_corresponding":false,"raw_author_name":"Peter Kaposvari","raw_affiliation_strings":["KU Leuven, Belgium","University of Szeged, Hungary"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"University of Szeged, Hungary","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031559236","display_name":"Rufin Vogels","orcid":"https://orcid.org/0000-0002-8778-835X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Rufin Vogels","raw_affiliation_strings":["KU Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057671318"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":2.49,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.89187278,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"29","issue":"8","first_page":"1445","last_page":"1454"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9998999834060669,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9998999834060669,"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.9973999857902527,"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/T10788","display_name":"Neuroscience and Music Perception","score":0.9940000176429749,"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/stimulus","display_name":"Stimulus (psychology)","score":0.7507407665252686},{"id":"https://openalex.org/keywords/macaque","display_name":"Macaque","score":0.7506593465805054},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5653908252716064},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.5428457856178284},{"id":"https://openalex.org/keywords/random-sequence","display_name":"Random sequence","score":0.5158581137657166},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.5074202418327332},{"id":"https://openalex.org/keywords/visual-cortex","display_name":"Visual cortex","score":0.50346440076828},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4231085777282715},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3987445533275604},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.36339446902275085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34805649518966675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2576461434364319},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.20485952496528625},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18069025874137878},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11997929215431213}],"concepts":[{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.7507407665252686},{"id":"https://openalex.org/C2778950215","wikidata":"https://www.wikidata.org/wiki/Q177601","display_name":"Macaque","level":2,"score":0.7506593465805054},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5653908252716064},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5428457856178284},{"id":"https://openalex.org/C186515451","wikidata":"https://www.wikidata.org/wiki/Q228191","display_name":"Random sequence","level":3,"score":0.5158581137657166},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.5074202418327332},{"id":"https://openalex.org/C2779345533","wikidata":"https://www.wikidata.org/wiki/Q75785","display_name":"Visual cortex","level":2,"score":0.50346440076828},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4231085777282715},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3987445533275604},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.36339446902275085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34805649518966675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2576461434364319},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.20485952496528625},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18069025874137878},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11997929215431213},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1162/jocn_a_01135","is_oa":false,"landing_page_url":"https://doi.org/10.1162/jocn_a_01135","pdf_url":null,"source":{"id":"https://openalex.org/S123144817","display_name":"Journal of Cognitive Neuroscience","issn_l":"0898-929X","issn":["0898-929X","1530-8898"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cognitive Neuroscience","raw_type":"journal-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/668297","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/668297","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Journal of Cognitive Neuroscience, vol. 29 (8), (1145-1454)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:publicatio.bibl.u-szeged.hu:23653","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400436","display_name":"SZTE Publicatio Repozit\u00f3rium (University of Szeged)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I227486990","host_organization_name":"University of Szeged","host_organization_lineage":["https://openalex.org/I227486990"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Cikk"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/668297","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/668297","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Journal of Cognitive Neuroscience, vol. 29 (8), (1145-1454)","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1439373437","https://openalex.org/W1632829382","https://openalex.org/W1965676333","https://openalex.org/W1980862600","https://openalex.org/W1991888778","https://openalex.org/W1998050452","https://openalex.org/W1998406331","https://openalex.org/W2005556066","https://openalex.org/W2007420298","https://openalex.org/W2010141198","https://openalex.org/W2024686567","https://openalex.org/W2058616551","https://openalex.org/W2086878440","https://openalex.org/W2088376029","https://openalex.org/W2096962395","https://openalex.org/W2119821739","https://openalex.org/W2125055052","https://openalex.org/W2125240230","https://openalex.org/W2125311180","https://openalex.org/W2126430831","https://openalex.org/W2127958135","https://openalex.org/W2145036121","https://openalex.org/W2164180391","https://openalex.org/W2166851140","https://openalex.org/W2178311285","https://openalex.org/W2188964004","https://openalex.org/W2193980824","https://openalex.org/W2264903079","https://openalex.org/W2285746460","https://openalex.org/W2549771691","https://openalex.org/W2558542569","https://openalex.org/W2560516988","https://openalex.org/W4239510810","https://openalex.org/W6730820247"],"related_works":["https://openalex.org/W2357501381","https://openalex.org/W2801853238","https://openalex.org/W2001963156","https://openalex.org/W1162584952","https://openalex.org/W2027494808","https://openalex.org/W2560236519","https://openalex.org/W4241863880","https://openalex.org/W2305557535","https://openalex.org/W2186586247","https://openalex.org/W2798943629"],"abstract_inverted_index":{"Abstract":[0],"Animals":[1],"and":[2],"humans":[3],"learn":[4],"statistical":[5,19],"regularities":[6],"that":[7,184,236],"are":[8,21],"embedded":[9],"in":[10,27,43,61,96,219],"sequences":[11],"of":[12,17,40,79,88,118,130,151,164,176,195],"stimuli.":[13],"The":[14],"neural":[15],"mechanisms":[16],"such":[18],"learning":[20],"still":[22],"poorly":[23],"understood.":[24],"Previous":[25,92],"work":[26],"macaque":[28,237],"inferior":[29],"temporal":[30],"(IT)":[31],"cortex":[32],"demonstrated":[33],"suppressed":[34,103],"spiking":[35,149],"activity":[36,190],"to":[37,105,108,143,225],"visual":[38],"images":[39,78,87,163],"a":[41,59,102,140,158],"sequence":[42,60,82,171],"which":[44,62,198],"the":[45,63,77,80,89,116,134,148,152,165,169,173,177,187,192,196,205,212,216,222,226,230],"stimulus":[46,64,178,194],"order":[47,65],"was":[48,66,209],"defined":[49],"by":[50],"transitional":[51],"probabilities":[52],"(labeled":[53],"as":[54],"\u201cstandard\u201d":[55],"sequence),":[56],"compared":[57,85,167,214,228,244],"with":[58,86,122,168,215,221,229,245],"random":[67,90,170,217],"(\u201crandom\u201d":[68],"sequence).":[69],"Here,":[70],"we":[71],"asked":[72],"whether":[73],"IT":[74,154,202,238],"neurons":[75,239],"encode":[76],"standard":[81,166,213],"more":[83],"accurately":[84,242],"sequence.":[91],"human":[93],"fMRI":[94],"studies":[95],"different":[97],"sensory":[98],"modalities":[99],"also":[100],"found":[101,157],"response":[104,224],"expected":[106,131],"relative":[107],"unexpected":[109],"stimuli":[110,132],"but":[111,180],"obtained":[112],"various":[113],"results":[114],"regarding":[115],"effect":[117],"expectation":[119],"on":[120],"encoding,":[121],"one":[123],"study":[124],"reporting":[125],"an":[126],"improved":[127],"classification":[128],"accuracy":[129,161,208],"despite":[133],"reduced":[135,223],"activation":[136],"level.":[137],"We":[138,156],"employed":[139],"linear":[141],"classifier":[142],"decode":[144],"image":[145],"identity":[146],"from":[147,191],"responses":[150],"recorded":[153],"neurons.":[155,203],"greater":[159],"decoding":[160,207],"for":[162,201,211],"during":[172],"early":[174],"part":[175],"presentation,":[179],"further":[181],"analyses":[182],"suggested":[183],"this":[185],"reflected":[186],"sustained,":[188],"stimulus-selective":[189],"previous":[193],"sequence,":[197,218],"is":[199],"typical":[200],"However,":[204],"peak":[206],"lower":[210],"line":[220],"former":[227],"latter":[231],"images.":[232,247],"These":[233],"data":[234],"suggest":[235],"represent":[240],"less":[241],"predictable":[243],"unpredictable":[246]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":30},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2017-04-14T00:00:00"}
