{"id":"https://openalex.org/W2962791268","doi":"https://doi.org/10.3217/978-3-85125-682-6-05","title":"Adversarial Feature Learning in Brain Interfacing: An Experimental Study on Eliminating Drowsiness Effects","display_name":"Adversarial Feature Learning in Brain Interfacing: An Experimental Study on Eliminating Drowsiness Effects","publication_year":2019,"publication_date":"2019-07-22","ids":{"openalex":"https://openalex.org/W2962791268","doi":"https://doi.org/10.3217/978-3-85125-682-6-05","mag":"2962791268"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:1907.09540","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.09540","pdf_url":"https://arxiv.org/pdf/1907.09540","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1907.09540","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043725462","display_name":"Ozan \u00d6zdenizci","orcid":"https://orcid.org/0000-0002-5432-2422"},"institutions":[{"id":"https://openalex.org/I87182695","display_name":"Universidad del Noreste","ror":"https://ror.org/02ahky613","country_code":"MX","type":"education","lineage":["https://openalex.org/I87182695"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Ozdenizci, Ozan","raw_affiliation_strings":["Northeastern University"],"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I87182695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012529026","display_name":"Barry Oken","orcid":"https://orcid.org/0000-0002-3781-4273"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oken, Barry","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001445151","display_name":"Tab Memmott","orcid":"https://orcid.org/0000-0001-6143-5057"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Memmott, Tab","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000260467","display_name":"Melanie Fried\u2010Oken","orcid":"https://orcid.org/0000-0002-5075-8392"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fried-Oken, Melanie","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5083261801","display_name":"Deniz Erdo\u011fmu\u015f","orcid":"https://orcid.org/0000-0002-1114-3539"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erdogmus, Deniz","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043725462"],"corresponding_institution_ids":["https://openalex.org/I87182695"],"apc_list":null,"apc_paid":null,"fwci":0.3712,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59558382,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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":0.9965999722480774,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9900000095367432,"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/electroencephalography","display_name":"Electroencephalography","score":0.8316782712936401},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7940863370895386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6732090711593628},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6447955965995789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5456051826477051},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.48402971029281616},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.4213288426399231},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4117376208305359},{"id":"https://openalex.org/keywords/interfacing","display_name":"Interfacing","score":0.4113902747631073},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4058646857738495},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3514230251312256},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2193147838115692},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11078807711601257}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8316782712936401},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7940863370895386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6732090711593628},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6447955965995789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5456051826477051},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.48402971029281616},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.4213288426399231},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4117376208305359},{"id":"https://openalex.org/C2776303644","wikidata":"https://www.wikidata.org/wiki/Q1020499","display_name":"Interfacing","level":2,"score":0.4113902747631073},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4058646857738495},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3514230251312256},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2193147838115692},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11078807711601257},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:arXiv.org:1907.09540","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.09540","pdf_url":"https://arxiv.org/pdf/1907.09540","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2962791268","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1907.09540","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1907.09540","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1907.09540","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:2978643324","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1907.09540.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.3217/978-3-85125-682-6-05","is_oa":true,"landing_page_url":"https://doi.org/10.3217/978-3-85125-682-6-05","pdf_url":null,"source":{"id":"https://openalex.org/S4306400660","display_name":"TUGraz OPEN Library (Graz University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4092182","host_organization_name":"Graz University of Technology","host_organization_lineage":["https://openalex.org/I4092182"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1907.09540","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.09540","pdf_url":"https://arxiv.org/pdf/1907.09540","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W254030361","https://openalex.org/W1587053050","https://openalex.org/W2031012527","https://openalex.org/W2066877763","https://openalex.org/W2070199076","https://openalex.org/W2092588942","https://openalex.org/W2105953877","https://openalex.org/W2131040944","https://openalex.org/W2150251308","https://openalex.org/W2150590430","https://openalex.org/W2178271665","https://openalex.org/W2546563948","https://openalex.org/W2741907166","https://openalex.org/W2793161294","https://openalex.org/W2794345050","https://openalex.org/W2904296567","https://openalex.org/W2911957302","https://openalex.org/W2962699674","https://openalex.org/W2962750142","https://openalex.org/W2962752582","https://openalex.org/W2963053914","https://openalex.org/W2963446520","https://openalex.org/W2964121744","https://openalex.org/W3102455230","https://openalex.org/W3103177978"],"related_works":["https://openalex.org/W2978643324","https://openalex.org/W2249637980","https://openalex.org/W3033817461","https://openalex.org/W2788562921","https://openalex.org/W3028512106","https://openalex.org/W3088964528","https://openalex.org/W2963688765","https://openalex.org/W3099078318","https://openalex.org/W2897538384","https://openalex.org/W2980786549","https://openalex.org/W3041698047","https://openalex.org/W3199210890","https://openalex.org/W2788749268","https://openalex.org/W1971781977","https://openalex.org/W3209470862","https://openalex.org/W2343965175","https://openalex.org/W2976017519","https://openalex.org/W2940740645","https://openalex.org/W2053961037","https://openalex.org/W2085816058"],"abstract_inverted_index":{"Across-":[0],"and":[1,22,30],"within-recording":[2],"variabilities":[3],"in":[4,12,20,38,51],"electroencephalographic":[5],"(EEG)":[6],"activity":[7,119],"is":[8],"a":[9,87],"major":[10],"limitation":[11],"EEG-based":[13,57],"brain-computer":[14],"interfaces":[15],"(BCIs).":[16],"Specifically,":[17],"gradual":[18],"changes":[19],"fatigue":[21],"vigilance":[23],"levels":[24],"during":[25],"long":[26],"EEG":[27,93,118],"recording":[28,124],"durations":[29],"BCI":[31,39,58],"system":[32],"usage":[33,60],"bring":[34],"along":[35],"significant":[36],"fluctuations":[37],"performances":[40],"even":[41],"when":[42],"these":[43],"systems":[44],"are":[45],"calibrated":[46],"daily.":[47],"We":[48,102],"address":[49],"this":[50],"an":[52],"experimental":[53],"offline":[54],"study":[55],"from":[56,115],"speller":[59],"data":[61],"acquired":[62],"for":[63,84],"one":[64],"hour":[65],"duration.":[66],"As":[67],"the":[68,77,105,128],"main":[69],"part":[70],"of":[71,79,107,130],"our":[72],"methodological":[73],"approach,":[74],"we":[75],"propose":[76],"concept":[78],"adversarial":[80,108],"invariant":[81],"feature":[82,109],"learning":[83,95,110],"BCIs":[85],"as":[86,127],"regularization":[88],"approach":[89],"on":[90,111],"recently":[91],"expanding":[92],"deep":[94],"architectures,":[96],"to":[97],"learn":[98],"nuisance-invariant":[99],"discriminative":[100],"features.":[101],"empirically":[103],"demonstrate":[104],"feasibility":[106],"eliminating":[112],"drowsiness":[113,131],"effects":[114],"event":[116],"related":[117],"features,":[120],"by":[121],"using":[122],"temporal":[123],"block":[125],"ordering":[126],"source":[129],"variability.":[132]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}