{"id":"https://openalex.org/W1977602706","doi":"https://doi.org/10.1109/hpcsim.2013.6641421","title":"Next-generation human brain neuroimaging and the role of high-performance computing","display_name":"Next-generation human brain neuroimaging and the role of high-performance computing","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W1977602706","doi":"https://doi.org/10.1109/hpcsim.2013.6641421","mag":"1977602706"},"language":"en","primary_location":{"id":"doi:10.1109/hpcsim.2013.6641421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2013.6641421","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on High Performance Computing &amp; Simulation (HPCS)","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/A5019780444","display_name":"Adnan Salman","orcid":"https://orcid.org/0000-0002-3748-848X"},"institutions":[{"id":"https://openalex.org/I181233156","display_name":"University of Oregon","ror":"https://ror.org/0293rh119","country_code":"US","type":"education","lineage":["https://openalex.org/I181233156"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Adnan Salman","raw_affiliation_strings":["University of Oregon, USA","University of Oregon, Eugene, OR, USA,"],"affiliations":[{"raw_affiliation_string":"University of Oregon, USA","institution_ids":["https://openalex.org/I181233156"]},{"raw_affiliation_string":"University of Oregon, Eugene, OR, USA,","institution_ids":["https://openalex.org/I181233156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107829029","display_name":"Allen Malony","orcid":null},"institutions":[{"id":"https://openalex.org/I181233156","display_name":"University of Oregon","ror":"https://ror.org/0293rh119","country_code":"US","type":"education","lineage":["https://openalex.org/I181233156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allen Malony","raw_affiliation_strings":["University of Oregon, USA","University of Oregon, Eugene, OR, USA,"],"affiliations":[{"raw_affiliation_string":"University of Oregon, USA","institution_ids":["https://openalex.org/I181233156"]},{"raw_affiliation_string":"University of Oregon, Eugene, OR, USA,","institution_ids":["https://openalex.org/I181233156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034353965","display_name":"Sergei Turovets","orcid":"https://orcid.org/0000-0001-6956-0389"},"institutions":[{"id":"https://openalex.org/I181233156","display_name":"University of Oregon","ror":"https://ror.org/0293rh119","country_code":"US","type":"education","lineage":["https://openalex.org/I181233156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sergei Turovets","raw_affiliation_strings":["University of Oregon, USA","University of Oregon, Eugene, OR, USA,"],"affiliations":[{"raw_affiliation_string":"University of Oregon, USA","institution_ids":["https://openalex.org/I181233156"]},{"raw_affiliation_string":"University of Oregon, Eugene, OR, USA,","institution_ids":["https://openalex.org/I181233156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003269014","display_name":"\u0412. \u041c. \u0412\u043e\u043b\u043a\u043e\u0432","orcid":"https://orcid.org/0000-0003-0350-4186"},"institutions":[{"id":"https://openalex.org/I291386647","display_name":"Belarusian State University","ror":"https://ror.org/021036w13","country_code":"BY","type":"education","lineage":["https://openalex.org/I291386647"]}],"countries":["BY"],"is_corresponding":false,"raw_author_name":"Vasily Volkov","raw_affiliation_strings":["Belarusian State University, Belarus","Belarusian State University, Minsk, Belarus"],"affiliations":[{"raw_affiliation_string":"Belarusian State University, Belarus","institution_ids":["https://openalex.org/I291386647"]},{"raw_affiliation_string":"Belarusian State University, Minsk, Belarus","institution_ids":["https://openalex.org/I291386647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103263285","display_name":"David Ozog","orcid":"https://orcid.org/0000-0001-6158-145X"},"institutions":[{"id":"https://openalex.org/I181233156","display_name":"University of Oregon","ror":"https://ror.org/0293rh119","country_code":"US","type":"education","lineage":["https://openalex.org/I181233156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Ozog","raw_affiliation_strings":["University of Oregon, USA","University of Oregon, Eugene, OR, USA,"],"affiliations":[{"raw_affiliation_string":"University of Oregon, USA","institution_ids":["https://openalex.org/I181233156"]},{"raw_affiliation_string":"University of Oregon, Eugene, OR, USA,","institution_ids":["https://openalex.org/I181233156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008027630","display_name":"Don M. Tucker","orcid":"https://orcid.org/0000-0002-8304-7829"},"institutions":[{"id":"https://openalex.org/I4210105817","display_name":"Electrical Geodesics (United States)","ror":"https://ror.org/01kgs1r94","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105817"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Don Tucker","raw_affiliation_strings":["Electrical Geodesics Incorporated, USA","Electrical Geodesies, Incorporated"],"affiliations":[{"raw_affiliation_string":"Electrical Geodesics Incorporated, USA","institution_ids":["https://openalex.org/I4210105817"]},{"raw_affiliation_string":"Electrical Geodesies, Incorporated","institution_ids":["https://openalex.org/I4210105817"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5019780444"],"corresponding_institution_ids":["https://openalex.org/I181233156"],"apc_list":null,"apc_paid":null,"fwci":0.4559,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6182687,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"19","issue":null,"first_page":"234","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994999766349792,"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":0.9994999766349792,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9983000159263611,"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/computer-science","display_name":"Computer science","score":0.7732350826263428},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.6821987628936768},{"id":"https://openalex.org/keywords/electromagnetics","display_name":"Electromagnetics","score":0.6693994402885437},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.640363335609436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.451641321182251},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3472519516944885},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.33299338817596436},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.18233734369277954},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13129085302352905},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10339638590812683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7732350826263428},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.6821987628936768},{"id":"https://openalex.org/C2909720056","wikidata":"https://www.wikidata.org/wiki/Q11406","display_name":"Electromagnetics","level":2,"score":0.6693994402885437},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.640363335609436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.451641321182251},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3472519516944885},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.33299338817596436},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.18233734369277954},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13129085302352905},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10339638590812683},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpcsim.2013.6641421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2013.6641421","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on High Performance Computing &amp; Simulation (HPCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W197076444","https://openalex.org/W1538065346","https://openalex.org/W1553167286","https://openalex.org/W1860844416","https://openalex.org/W1966560079","https://openalex.org/W1974666382","https://openalex.org/W1980216691","https://openalex.org/W1983617443","https://openalex.org/W1985825653","https://openalex.org/W1990493255","https://openalex.org/W1996406067","https://openalex.org/W2016980059","https://openalex.org/W2020009241","https://openalex.org/W2024060531","https://openalex.org/W2027568813","https://openalex.org/W2033542300","https://openalex.org/W2037820911","https://openalex.org/W2043857934","https://openalex.org/W2047366068","https://openalex.org/W2051008460","https://openalex.org/W2060607397","https://openalex.org/W2062890119","https://openalex.org/W2063623344","https://openalex.org/W2070312562","https://openalex.org/W2086642258","https://openalex.org/W2089776132","https://openalex.org/W2091493015","https://openalex.org/W2093196811","https://openalex.org/W2095279262","https://openalex.org/W2104518357","https://openalex.org/W2105993099","https://openalex.org/W2113842629","https://openalex.org/W2122322124","https://openalex.org/W2127786259","https://openalex.org/W2130638798","https://openalex.org/W2135396265","https://openalex.org/W2141723543","https://openalex.org/W2144190073","https://openalex.org/W2144254074","https://openalex.org/W2145742001","https://openalex.org/W2150844196","https://openalex.org/W2153201406","https://openalex.org/W2164648874","https://openalex.org/W2764413235","https://openalex.org/W4250543537"],"related_works":["https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2282195379","https://openalex.org/W2295388821","https://openalex.org/W2102312026","https://openalex.org/W2885663991","https://openalex.org/W2071433170","https://openalex.org/W2130400067","https://openalex.org/W2074944037"],"abstract_inverted_index":{"Advances":[0],"in":[1,23,82],"human":[2,41],"brain":[3],"neuroimaging":[4],"to":[5,16,20,52,93,100,105,114,131],"achieve":[6],"high-temporal":[7],"and":[8,34,57,76,104,121,146,151,163],"high-spatial":[9],"resolution":[10],"will":[11,117,122],"depend":[12],"on":[13,37],"computational":[14,91],"approaches":[15],"localize":[17],"EEG":[18,65],"signals":[19],"their":[21,77,152,164],"sources":[22],"the":[24,38,54,61,64,95,98,132,139],"cortex.":[25],"The":[26,156],"source":[27,140],"localization":[28,141],"inverse":[29],"problem":[30,135],"is":[31],"inherently":[32],"ill-posed":[33],"depends":[35],"critically":[36],"modeling":[39],"of":[40,63,97,138],"head":[42,157],"electromagnetics.":[43],"In":[44],"this":[45,115],"paper":[46],"we":[47],"present":[48],"a":[49,83],"systematic":[50],"methodology":[51],"analyze":[53],"main":[55],"factors":[56,72],"parameters":[58],"that":[59,70,111],"affect":[60],"accuracy":[62],"source-mapping":[66],"solutions.":[67],"We":[68,109],"argue":[69],"these":[71],"are":[73,149,161],"not":[74],"independent":[75],"effect":[78],"must":[79],"be":[80],"evaluated":[81,162],"unified":[84],"way.":[85],"To":[86],"do":[87],"so":[88],"requires":[89],"significant":[90],"capabilities":[92],"explore":[94],"landscape":[96],"problem,":[99],"quantify":[101],"uncertainty":[102],"effects,":[103],"evaluate":[106],"alternative":[107],"algorithms.":[108],"demonstrate":[110],"bringing":[112],"HPC":[113],"domain":[116],"enable":[118],"such":[119],"investigation":[120],"allow":[123],"new":[124],"avenues":[125],"for":[126],"neuroinformatics":[127],"research.":[128],"Two":[129],"algorithms":[130],"electromagnetics":[133],"forward":[134,159],"(the":[136],"heart":[137],"inverse),":[142],"incorporating":[143],"tissue":[144],"inhomogeneity":[145],"impedance":[147],"anisotropy,":[148],"presented":[150],"parallel":[153],"implementations":[154],"described.":[155],"model":[158],"solvers":[160],"performance":[165],"analyzed.":[166]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
