{"id":"https://openalex.org/W2041590879","doi":"https://doi.org/10.1109/pacificvis.2008.4475451","title":"Visualization of High Dimensional Data in Brain and Information Sciences","display_name":"Visualization of High Dimensional Data in Brain and Information Sciences","publication_year":2008,"publication_date":"2008-03-01","ids":{"openalex":"https://openalex.org/W2041590879","doi":"https://doi.org/10.1109/pacificvis.2008.4475451","mag":"2041590879"},"language":"en","primary_location":{"id":"doi:10.1109/pacificvis.2008.4475451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis.2008.4475451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Pacific Visualization Symposium","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/A5103124754","display_name":"Masato Okada","orcid":"https://orcid.org/0000-0002-9040-8784"},"institutions":[{"id":"https://openalex.org/I2800939219","display_name":"RIKEN Center for Brain Science","ror":"https://ror.org/04j1n1c04","country_code":"JP","type":"facility","lineage":["https://openalex.org/I2800939219","https://openalex.org/I4210110652"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Masato Okada","raw_affiliation_strings":["The University of Tokyo and RIKEN Brain Science Institute","The University of Tokyo & RIKEN Brain Science Institute;"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo and RIKEN Brain Science Institute","institution_ids":["https://openalex.org/I2800939219"]},{"raw_affiliation_string":"The University of Tokyo & RIKEN Brain Science Institute;","institution_ids":["https://openalex.org/I2800939219","https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103124754"],"corresponding_institution_ids":["https://openalex.org/I2800939219","https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07351581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"xi","last_page":"xi"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9229999780654907,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9229999780654907,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/statistical-mechanics","display_name":"Statistical mechanics","score":0.745414674282074},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7163499593734741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6316120624542236},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.531791627407074},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5267818570137024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4415086507797241},{"id":"https://openalex.org/keywords/degrees-of-freedom","display_name":"Degrees of freedom (physics and chemistry)","score":0.4338357746601105},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.4133712351322174},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37585344910621643},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3649738132953644},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.26198041439056396},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17805778980255127},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.10569721460342407}],"concepts":[{"id":"https://openalex.org/C99874945","wikidata":"https://www.wikidata.org/wiki/Q188715","display_name":"Statistical mechanics","level":2,"score":0.745414674282074},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7163499593734741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6316120624542236},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.531791627407074},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5267818570137024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4415086507797241},{"id":"https://openalex.org/C208081375","wikidata":"https://www.wikidata.org/wiki/Q274502","display_name":"Degrees of freedom (physics and chemistry)","level":2,"score":0.4338357746601105},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.4133712351322174},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37585344910621643},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3649738132953644},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.26198041439056396},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17805778980255127},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.10569721460342407}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pacificvis.2008.4475451","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis.2008.4475451","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Pacific Visualization Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3010975807","https://openalex.org/W2027333138","https://openalex.org/W3185027765","https://openalex.org/W2096373083","https://openalex.org/W2105200106","https://openalex.org/W2151530263","https://openalex.org/W2104025928","https://openalex.org/W1574055964","https://openalex.org/W2295030662","https://openalex.org/W3009051979"],"abstract_inverted_index":{"Research":[0],"field":[1],"of":[2,45,55,65,100,184,203,229],"my":[3],"laboratory":[4],"includes":[5],"statistical":[6,69,107,142],"mechanics":[7,70,108],"especially":[8],"for":[9,115],"random":[10],"magnetic":[11],"systems,":[12,36],"brain":[13,48,125,190,225],"and":[14,86,96,126,140,159,191,200],"information":[15,59,127,192],"sciences.":[16],"These":[17],"three":[18],"research":[19],"areas":[20,231],"share":[21],"common":[22,26,135],"mathematical":[23],"structure.":[24],"Their":[25],"feature":[27,136],"is":[28,109,133,227],"that":[29,37],"they":[30],"commonly":[31],"treat":[32,76,152],"very":[33],"large":[34,53,63,78],"freedom":[35,79],"is,":[38],"magnetism":[39],"which":[40,165,226],"originates":[41],"from":[42,94],"cooperative":[43],"phenomena":[44],"O(1023)":[46],"spins,":[47],"functions":[49],"carried":[50],"by":[51,61],"the":[52,62,91,106,116,124,130,138,141,144,182,189,195,201,217,223,233,241],"number":[54,64],"neuron":[56],"activities,":[57],"digital":[58],"represented":[60],"bit":[66],"sequences.":[67],"The":[68,155],"plays":[71,147],"an":[72,148],"important":[73,149],"role":[74,150],"to":[75,123,151,168,240],"such":[77],"systems":[80],"because":[81],"it":[82,119],"can":[83,120],"deduce":[84],"macroscopic":[85],"low":[87,161],"dimensional":[88,98,162,186],"descriptions":[89,99],"like":[90],"Boyle-Charle's":[92],"law":[93],"microscopic":[95],"high":[97,185],"Newtonian":[101],"or":[102],"quantum":[103],"mechanics.":[104],"Since":[105,129],"considered":[110],"as":[111],"a":[112,134],"systematic":[113],"tool":[114],"dimension":[117,131],"reduction,":[118],"be":[121],"applicable":[122],"systems.":[128,154,172],"reduction":[132],"between":[137],"visualization":[139,145,156,183],"mechanics,":[143],"also":[146],"these":[153,171],"offers":[157],"effective":[158],"essential":[160],"visual":[163],"representations":[164],"help":[166],"us":[167],"intuitively":[169],"understand":[170],"In":[173],"this":[174],"talk,":[175],"I":[176],"will":[177],"present":[178],"two":[179],"examples":[180],"regarding":[181,232],"data":[187],"in":[188,216,222],"sciences":[193],"where":[194],"principal":[196],"component":[197],"analysis":[198,205],"(PCA)":[199],"mixture":[202],"Gaussian":[204],"(MGA)":[206],"are":[207],"employed.":[208],"Sugase":[209],"et":[210],"al.":[211],"performed":[212],"single":[213],"unit":[214],"recordings":[215],"inferior":[218],"temporal":[219],"(IT)":[220],"cortex":[221],"monkey's":[224],"one":[228],"crucial":[230],"pattern":[234],"recognition.":[235],"They":[236],"presented":[237],"38":[238],"images":[239],"monkey.":[242]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
