{"id":"https://openalex.org/W4389542472","doi":"https://doi.org/10.1109/embc40787.2023.10340033","title":"Primary color decoding using deep learning on source reconstructed EEG signal responses","display_name":"Primary color decoding using deep learning on source reconstructed EEG signal responses","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389542472","doi":"https://doi.org/10.1109/embc40787.2023.10340033","pmid":"https://pubmed.ncbi.nlm.nih.gov/38083049"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340033","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/embc40787.2023.10340033","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340033.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340033.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093460604","display_name":"Simen Fl\u00f8taker","orcid":null},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Simen Fl\u00f8taker","raw_affiliation_strings":["Norwegian University of Science and Technology,Department of Engineering Cybernetics,Norway","Department of Engineering Cybernetics, Norwegian University of Science and Technology, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Department of Engineering Cybernetics,Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Engineering Cybernetics, Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059162177","display_name":"Andr\u00e9s Soler","orcid":"https://orcid.org/0000-0002-5053-3679"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Andres Soler","raw_affiliation_strings":["Norwegian University of Science and Technology,Department of Engineering Cybernetics,Norway","Department of Engineering Cybernetics, Norwegian University of Science and Technology, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Department of Engineering Cybernetics,Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Engineering Cybernetics, Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010679637","display_name":"Marta Molinas","orcid":"https://orcid.org/0000-0002-8791-0917"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Marta Molinas","raw_affiliation_strings":["Norwegian University of Science and Technology,Department of Engineering Cybernetics,Norway","Department of Engineering Cybernetics, Norwegian University of Science and Technology, Norway"],"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology,Department of Engineering Cybernetics,Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Engineering Cybernetics, Norwegian University of Science and Technology, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093460604"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":null,"apc_paid":null,"fwci":0.1764,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5210237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","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/T10429","display_name":"EEG and Brain-Computer Interfaces","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/T10581","display_name":"Neural dynamics and brain function","score":0.9933000206947327,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8133945465087891},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7377853393554688},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7343733310699463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6496986150741577},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5830280780792236},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5735939741134644},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5140610933303833},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.47165074944496155},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4672197103500366},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3908175230026245},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1003422737121582},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08319717645645142}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8133945465087891},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7377853393554688},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7343733310699463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6496986150741577},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5830280780792236},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5735939741134644},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5140610933303833},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.47165074944496155},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4672197103500366},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3908175230026245},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1003422737121582},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08319717645645142},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005074","descriptor_name":"Evoked Potentials, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005074","descriptor_name":"Evoked Potentials, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005074","descriptor_name":"Evoked Potentials, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005074","descriptor_name":"Evoked Potentials, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005074","descriptor_name":"Evoked Potentials, Visual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc40787.2023.10340033","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/embc40787.2023.10340033","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340033.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38083049","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38083049","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:ntnuopen.ntnu.no:11250/3121062","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3121062","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"58-58","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"doi:10.1109/embc40787.2023.10340033","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/embc40787.2023.10340033","pdf_url":"https://ieeexplore.ieee.org/ielx7/10339936/10339939/10340033.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389542472.pdf","grobid_xml":"https://content.openalex.org/works/W4389542472.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W5015309","https://openalex.org/W2007581301","https://openalex.org/W2013150886","https://openalex.org/W2169918686","https://openalex.org/W2559463885","https://openalex.org/W2741907166","https://openalex.org/W2794345050","https://openalex.org/W2927702442","https://openalex.org/W2978191733","https://openalex.org/W3102455230","https://openalex.org/W3199307417","https://openalex.org/W6786060502"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W2044053727","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2889342546","https://openalex.org/W2015048155","https://openalex.org/W4319302618","https://openalex.org/W1969223073"],"abstract_inverted_index":{"The":[0,122],"brain's":[1],"response":[2],"to":[3,33,153],"visual":[4,76,160],"stimuli":[5],"of":[6,50,66,128,141,170],"different":[7,51],"colors":[8,52],"might":[9],"be":[10,151],"used":[11,152],"in":[12,37,80,93,102,111,119,163],"a":[13,20],"brain-computer":[14],"interface":[15],"(BCI)":[16],"paradigm,":[17],"for":[18,70,100],"letting":[19],"user":[21,32],"control":[22,34],"their":[23],"surroundings":[24],"by":[25,45],"looking":[26,46],"at":[27,47],"specific":[28],"colors.":[29],"Allowing":[30],"the":[31,64,108,135],"certain":[35],"elements":[36],"its":[38],"environment,":[39],"such":[40],"as":[41,55],"lighting":[42],"and":[43,73,98,104,158],"doors,":[44],"corresponding":[48],"signs":[49],"could":[53],"serve":[54],"an":[56,67,84,126,139,167],"intuitive":[57],"interface.":[58],"This":[59,144],"paper":[60,145],"presents":[61],"work":[62],"on":[63],"development":[65],"intra-subject":[68],"classifier":[69,124],"red,":[71,156],"green,":[72],"blue":[74,159],"(RGB)":[75],"evoked":[77,161],"potentials":[78,162],"(VEPs)":[79],"recordings":[81,165],"performed":[82,110],"with":[83,134,166],"electroencephalogram":[85],"(EEG).":[86],"Three":[87],"deep":[88,148],"neural":[89],"networks":[90],"(DNNs),":[91],"proposed":[92],"earlier":[94],"papers,":[95],"were":[96],"employed":[97],"tested":[99],"data":[101],"source-":[103],"electrode":[105,112],"space.":[106,121],"All":[107],"tests":[109],"space":[113],"yielded":[114,125],"better":[115],"results":[116],"than":[117],"those":[118],"source":[120],"best":[123,136],"accuracy":[127,140,169],"77%":[129],"averaged":[130],"over":[131],"all":[132],"subjects,":[133],"subject":[137],"having":[138],"96%.Clinical":[142],"relevance-":[143],"demonstrates":[146],"that":[147],"learning":[149],"can":[150],"classify":[154],"between":[155],"green":[157],"EEG":[164],"average":[168],"77%.":[171]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2023-12-12T00:00:00"}
