{"id":"https://openalex.org/W4400932707","doi":"https://doi.org/10.1109/hsi61632.2024.10613592","title":"How Does a Single EEG Channel Tell Us About Brain States in Brain-Computer Interfaces?","display_name":"How Does a Single EEG Channel Tell Us About Brain States in Brain-Computer Interfaces?","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4400932707","doi":"https://doi.org/10.1109/hsi61632.2024.10613592"},"language":"en","primary_location":{"id":"doi:10.1109/hsi61632.2024.10613592","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hsi61632.2024.10613592","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on Human System Interaction (HSI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2407.16249","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008155991","display_name":"Zaineb Ajra","orcid":null},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210127738","display_name":"IMT Mines Al\u00e8s","ror":"https://ror.org/03e8rf594","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127738"]},{"id":"https://openalex.org/I4402554207","display_name":"EuroMov Digital Health in Motion","ror":"https://ror.org/054b22910","country_code":null,"type":"facility","lineage":["https://openalex.org/I19894307","https://openalex.org/I205703379","https://openalex.org/I4210127738","https://openalex.org/I4402554207"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Zaineb Ajra","raw_affiliation_strings":["Univ. Montpellier, IMT Mines Ales,EuroMov Digital Health in Motion,Montpellier,France","Euromov DHM - EuroMov - Digital Health in Motion (Universit\u00e9 de Montpellier UFR STAPS 700 avenue du Pic Saint Loup\r\n34090 Montpellier - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Montpellier, IMT Mines Ales,EuroMov Digital Health in Motion,Montpellier,France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4210127738","https://openalex.org/I4402554207"]},{"raw_affiliation_string":"Euromov DHM - EuroMov - Digital Health in Motion (Universit\u00e9 de Montpellier UFR STAPS 700 avenue du Pic Saint Loup\r\n34090 Montpellier - France)","institution_ids":["https://openalex.org/I19894307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059488737","display_name":"Binbin Xu","orcid":"https://orcid.org/0000-0002-0822-5250"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210127738","display_name":"IMT Mines Al\u00e8s","ror":"https://ror.org/03e8rf594","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127738"]},{"id":"https://openalex.org/I4402554207","display_name":"EuroMov Digital Health in Motion","ror":"https://ror.org/054b22910","country_code":null,"type":"facility","lineage":["https://openalex.org/I19894307","https://openalex.org/I205703379","https://openalex.org/I4210127738","https://openalex.org/I4402554207"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Binbin Xu","raw_affiliation_strings":["Univ. Montpellier, IMT Mines Ales,EuroMov Digital Health in Motion,Ales,France","Euromov DHM - EuroMov - Digital Health in Motion (Universit\u00e9 de Montpellier UFR STAPS 700 avenue du Pic Saint Loup\r\n34090 Montpellier - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Montpellier, IMT Mines Ales,EuroMov Digital Health in Motion,Ales,France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4210127738","https://openalex.org/I4402554207"]},{"raw_affiliation_string":"Euromov DHM - EuroMov - Digital Health in Motion (Universit\u00e9 de Montpellier UFR STAPS 700 avenue du Pic Saint Loup\r\n34090 Montpellier - France)","institution_ids":["https://openalex.org/I19894307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010451867","display_name":"G\u00e9rard Dray","orcid":"https://orcid.org/0000-0003-1525-5682"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210127738","display_name":"IMT Mines Al\u00e8s","ror":"https://ror.org/03e8rf594","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127738"]},{"id":"https://openalex.org/I4402554207","display_name":"EuroMov Digital Health in Motion","ror":"https://ror.org/054b22910","country_code":null,"type":"facility","lineage":["https://openalex.org/I19894307","https://openalex.org/I205703379","https://openalex.org/I4210127738","https://openalex.org/I4402554207"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G\u00e9rard Dray","raw_affiliation_strings":["Univ. Montpellier, IMT Mines Ales,EuroMov Digital Health in Motion,Ales,France","Euromov DHM - EuroMov - Digital Health in Motion (Universit\u00e9 de Montpellier UFR STAPS 700 avenue du Pic Saint Loup\r\n34090 Montpellier - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Montpellier, IMT Mines Ales,EuroMov Digital Health in Motion,Ales,France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4210127738","https://openalex.org/I4402554207"]},{"raw_affiliation_string":"Euromov DHM - EuroMov - Digital Health in Motion (Universit\u00e9 de Montpellier UFR STAPS 700 avenue du Pic Saint Loup\r\n34090 Montpellier - France)","institution_ids":["https://openalex.org/I19894307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019212344","display_name":"Jacky Montmain","orcid":"https://orcid.org/0000-0003-0918-5788"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210127738","display_name":"IMT Mines Al\u00e8s","ror":"https://ror.org/03e8rf594","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127738"]},{"id":"https://openalex.org/I4402554207","display_name":"EuroMov Digital Health in Motion","ror":"https://ror.org/054b22910","country_code":null,"type":"facility","lineage":["https://openalex.org/I19894307","https://openalex.org/I205703379","https://openalex.org/I4210127738","https://openalex.org/I4402554207"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jacky Montmain","raw_affiliation_strings":["Univ. Montpellier, IMT Mines Ales,EuroMov Digital Health in Motion,Ales,France","Euromov DHM - EuroMov - Digital Health in Motion (Universit\u00e9 de Montpellier UFR STAPS 700 avenue du Pic Saint Loup\r\n34090 Montpellier - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Montpellier, IMT Mines Ales,EuroMov Digital Health in Motion,Ales,France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4210127738","https://openalex.org/I4402554207"]},{"raw_affiliation_string":"Euromov DHM - EuroMov - Digital Health in Motion (Universit\u00e9 de Montpellier UFR STAPS 700 avenue du Pic Saint Loup\r\n34090 Montpellier - France)","institution_ids":["https://openalex.org/I19894307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085785428","display_name":"St\u00e9phane Perrey","orcid":"https://orcid.org/0000-0002-8741-629X"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210127738","display_name":"IMT Mines Al\u00e8s","ror":"https://ror.org/03e8rf594","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127738"]},{"id":"https://openalex.org/I4402554207","display_name":"EuroMov Digital Health in Motion","ror":"https://ror.org/054b22910","country_code":null,"type":"facility","lineage":["https://openalex.org/I19894307","https://openalex.org/I205703379","https://openalex.org/I4210127738","https://openalex.org/I4402554207"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Stephane Perrey","raw_affiliation_strings":["Univ. Montpellier, IMT Mines Ales,EuroMov Digital Health in Motion,Montpellier,France","Euromov DHM - EuroMov - Digital Health in Motion (Universit\u00e9 de Montpellier UFR STAPS 700 avenue du Pic Saint Loup\r\n34090 Montpellier - France)","UM - Universit\u00e9 de Montpellier (163 rue Auguste Broussonnet - 34090 Montpellier - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Montpellier, IMT Mines Ales,EuroMov Digital Health in Motion,Montpellier,France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4210127738","https://openalex.org/I4402554207"]},{"raw_affiliation_string":"Euromov DHM - EuroMov - Digital Health in Motion (Universit\u00e9 de Montpellier UFR STAPS 700 avenue du Pic Saint Loup\r\n34090 Montpellier - France)","institution_ids":["https://openalex.org/I19894307"]},{"raw_affiliation_string":"UM - Universit\u00e9 de Montpellier (163 rue Auguste Broussonnet - 34090 Montpellier - France)","institution_ids":["https://openalex.org/I19894307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2273,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76889316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9922000169754028,"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":0.9922000169754028,"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":0.7654721736907959},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.5883665084838867},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5528353452682495},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.320823609828949},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2433897852897644},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22161230444908142}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7654721736907959},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.5883665084838867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5528353452682495},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.320823609828949},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2433897852897644},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22161230444908142}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/hsi61632.2024.10613592","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hsi61632.2024.10613592","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on Human System Interaction (HSI)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2407.16249","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2407.16249","pdf_url":"https://arxiv.org/pdf/2407.16249","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-04660833v1","is_oa":false,"landing_page_url":"https://imt-mines-ales.hal.science/hal-04660833","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"HSI 2024 - 16th International Conference on Human System Interaction, Jul 2024, Paris, France. &#x27E8;10.1109/HSI61632.2024.10613592&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2407.16249","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2407.16249","pdf_url":"https://arxiv.org/pdf/2407.16249","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G8051288582","display_name":"Artificial Intelligence for Health and Environment","funder_award_id":"ANR-20-THIA-0005","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400932707.pdf","grobid_xml":"https://content.openalex.org/works/W4400932707.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1620313223","https://openalex.org/W2007345898","https://openalex.org/W2037451888","https://openalex.org/W2075647286","https://openalex.org/W2081436264","https://openalex.org/W2143508171","https://openalex.org/W2180889008","https://openalex.org/W2552578398","https://openalex.org/W2619626121","https://openalex.org/W2742652780","https://openalex.org/W2787792684","https://openalex.org/W2799730901","https://openalex.org/W2811153207","https://openalex.org/W2899473684","https://openalex.org/W2901151036","https://openalex.org/W2940612399","https://openalex.org/W3035818007","https://openalex.org/W3039706108","https://openalex.org/W3181156070","https://openalex.org/W4283784798","https://openalex.org/W4387106457"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"Over":[0],"recent":[1],"decades,":[2],"neuroimaging":[3],"tools,":[4],"partic-ularly":[5],"electroencephalography":[6],"(EEG),":[7],"have":[8],"revolutionized":[9],"our":[10],"understanding":[11],"of":[12,154,193,215,238],"the":[13,80,114,152,155,161,191,212,236],"brain":[14,45,248],"and":[15,34,51,125,149,184,203,218,222,241],"its":[16,30],"functions.":[17],"EEG":[18,77,171,197,245],"is":[19,57],"extensively":[20],"used":[21],"in":[22,220],"traditional":[23],"brain-computer":[24],"interface":[25],"(BCI)":[26],"systems":[27],"due":[28],"to":[29,48,65,235],"low":[31],"cost,":[32],"non-invasiveness,":[33],"high":[35],"temporal":[36],"resolution.":[37],"This":[38,231],"makes":[39],"it":[40],"invaluable":[41],"for":[42,87,94,247],"identifying":[43],"different":[44],"states":[46,249],"relevant":[47],"both":[49],"medical":[50],"non-medical":[52],"applications.":[53],"Although":[54],"this":[55,104,108],"practice":[56],"widely":[58],"recognized,":[59],"current":[60],"methods":[61],"are":[62],"mainly":[63],"confined":[64],"lab":[66],"or":[67],"clinical":[68],"environments":[69],"because":[70],"they":[71],"rely":[72],"on":[73,130,141,157,196,225],"data":[74,121,131,144,158,198],"from":[75,122,132,145,159,170,207],"multiple":[76,123],"electrodes":[78],"covering":[79],"entire":[81],"head.":[82],"Nonethe-less,":[83],"a":[84,101,133,146,181,243],"significant":[85],"advancement":[86],"these":[88,194],"applications":[89],"would":[90],"be":[91],"their":[92],"adaptation":[93],"\u201creal-world\u201d":[95],"use,":[96],"using":[97],"portable":[98],"devices":[99],"with":[100,120,143,179],"single-channel.":[102],"In":[103],"study,":[105],"we":[106,173],"tackle":[107],"challenge":[109],"through":[110],"two":[111],"distinct":[112],"strategies:":[113],"first":[115],"approach":[116],"involves":[117],"training":[118,142],"models":[119,156],"channels":[124,163,227],"then":[126,150],"testing":[127,151],"new":[128],"trials":[129],"single":[134,147],"channel":[135,148],"individually.":[136,164],"The":[137],"second":[138],"method":[139],"focuses":[140],"performances":[153],"all":[160],"other":[162],"To":[165],"efficiently":[166],"classify":[167],"cognitive":[168],"tasks":[169,206],"data,":[172],"propose":[174],"Convolutional":[175],"Neural":[176],"Networks":[177],"(CNNs)":[178],"only":[180],"few":[182],"parameters":[183],"fast":[185],"learnable":[186],"spectral-temporal":[187],"features.":[188],"We":[189,210],"demonstrated":[190],"feasibility":[192],"approaches":[195],"recorded":[199],"during":[200],"mental":[201],"arithmetic":[202],"motor":[204],"imagery":[205],"three":[208,229],"datasets.":[209,230],"achieved":[211],"highest":[213],"accuracies":[214],"100%,":[216],"91.55%":[217],"73.45%":[219],"binary":[221],"3-class":[223],"classification":[224],"specific":[226],"across":[228],"study":[232],"can":[233],"contribute":[234],"development":[237],"single-channel":[239],"BCI":[240],"provides":[242],"robust":[244],"biomarker":[246],"classification.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
