{"id":"https://openalex.org/W3097559096","doi":"https://doi.org/10.1515/bams-2019-0053","title":"An empirical survey of electroencephalography-based brain-computer interfaces","display_name":"An empirical survey of electroencephalography-based brain-computer interfaces","publication_year":2020,"publication_date":"2020-11-03","ids":{"openalex":"https://openalex.org/W3097559096","doi":"https://doi.org/10.1515/bams-2019-0053","mag":"3097559096"},"language":"en","primary_location":{"id":"doi:10.1515/bams-2019-0053","is_oa":false,"landing_page_url":"https://doi.org/10.1515/bams-2019-0053","pdf_url":null,"source":{"id":"https://openalex.org/S2764861201","display_name":"Bio-Algorithms and Med-Systems","issn_l":"1895-9091","issn":["1895-9091","1896-530X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bio-Algorithms and Med-Systems","raw_type":"journal-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/A5050831118","display_name":"Megha M. Wankhade","orcid":"https://orcid.org/0009-0006-8573-7707"},"institutions":[{"id":"https://openalex.org/I4387153387","display_name":"AISSMS Institute of Information Technology","ror":"https://ror.org/01bg3pz19","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153387"]},{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Megha M. Wankhade","raw_affiliation_strings":["Dept. of Electronics &Telecommunication Engineering , AISSMS Institute of Information Technology , Pune -411001, India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronics &Telecommunication Engineering , AISSMS Institute of Information Technology , Pune -411001, India","institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052236939","display_name":"S. S. Chorage","orcid":"https://orcid.org/0000-0002-4185-8156"},"institutions":[{"id":"https://openalex.org/I887998513","display_name":"Bharati Vidyapeeth Deemed University","ror":"https://ror.org/0052mmx10","country_code":"IN","type":"education","lineage":["https://openalex.org/I887998513"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suvarna S. Chorage","raw_affiliation_strings":["Dept. of Electronics & Telecommunication Engineering , Bharati Vidyapeeth\u2019s College of Engineering for Women , Pune 411043, India"],"affiliations":[{"raw_affiliation_string":"Dept. of Electronics & Telecommunication Engineering , Bharati Vidyapeeth\u2019s College of Engineering for Women , Pune 411043, India","institution_ids":["https://openalex.org/I887998513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050831118"],"corresponding_institution_ids":["https://openalex.org/I188963388","https://openalex.org/I4387153387"],"apc_list":null,"apc_paid":null,"fwci":0.2231,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51038605,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"16","issue":"4","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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9916999936103821,"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":0.9468836188316345},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8990185856819153},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.7486253380775452},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6809676885604858},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5058305263519287},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.4262728691101074},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40587639808654785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3924371004104614},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3469258248806},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20292574167251587},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11115646362304688}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.9468836188316345},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8990185856819153},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7486253380775452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6809676885604858},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5058305263519287},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.4262728691101074},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40587639808654785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3924371004104614},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3469258248806},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20292574167251587},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11115646362304688},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/bams-2019-0053","is_oa":false,"landing_page_url":"https://doi.org/10.1515/bams-2019-0053","pdf_url":null,"source":{"id":"https://openalex.org/S2764861201","display_name":"Bio-Algorithms and Med-Systems","issn_l":"1895-9091","issn":["1895-9091","1896-530X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bio-Algorithms and Med-Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W9698399","https://openalex.org/W776739491","https://openalex.org/W1147354400","https://openalex.org/W1889472966","https://openalex.org/W1946018545","https://openalex.org/W1974893143","https://openalex.org/W1976447098","https://openalex.org/W1986362277","https://openalex.org/W2012485898","https://openalex.org/W2026979147","https://openalex.org/W2035715639","https://openalex.org/W2049298035","https://openalex.org/W2055070433","https://openalex.org/W2061753672","https://openalex.org/W2064804764","https://openalex.org/W2081269398","https://openalex.org/W2082367612","https://openalex.org/W2095607795","https://openalex.org/W2103398006","https://openalex.org/W2108246412","https://openalex.org/W2112359769","https://openalex.org/W2148270649","https://openalex.org/W2163969766","https://openalex.org/W2164497299","https://openalex.org/W2303037278","https://openalex.org/W2422365436","https://openalex.org/W2507323946","https://openalex.org/W2507523630","https://openalex.org/W2553904372","https://openalex.org/W2573899079","https://openalex.org/W2588913066","https://openalex.org/W2594654012","https://openalex.org/W2746958184","https://openalex.org/W2749714969","https://openalex.org/W2750475800","https://openalex.org/W2752163195","https://openalex.org/W2766613946","https://openalex.org/W2775259072","https://openalex.org/W2782522902","https://openalex.org/W2791488559","https://openalex.org/W2799162396","https://openalex.org/W2800566345","https://openalex.org/W2800623713","https://openalex.org/W2807978051","https://openalex.org/W2811153207","https://openalex.org/W2889987586","https://openalex.org/W2895717704","https://openalex.org/W2897072966","https://openalex.org/W2906412950","https://openalex.org/W2908060889","https://openalex.org/W2909141918","https://openalex.org/W2912073344","https://openalex.org/W2912610206","https://openalex.org/W2914529874","https://openalex.org/W2920570077","https://openalex.org/W2920802917","https://openalex.org/W2927558065","https://openalex.org/W2930310010","https://openalex.org/W2939103175","https://openalex.org/W2951758041","https://openalex.org/W2964302064","https://openalex.org/W2991297747"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2887556756","https://openalex.org/W2947925238","https://openalex.org/W195417223","https://openalex.org/W2951110009","https://openalex.org/W1513407214","https://openalex.org/W1984377984","https://openalex.org/W1961545574","https://openalex.org/W2510077457","https://openalex.org/W3045772920"],"abstract_inverted_index":{"Abstract":[0],"Objectives":[1],"The":[2,40],"Electroencephalogram":[3],"(EEG)":[4],"signal":[5],"is":[6,15,32,45],"modified":[7],"using":[8],"the":[9,24,28,51,72,100,114,133,163],"Motor":[10],"Imagery":[11],"(MI)":[12],"and":[13,30,95,103,144,165],"it":[14],"utilized":[16,145],"for":[17,116],"patients":[18],"with":[19],"high":[20],"motor":[21,76],"impairments.":[22],"Hence,":[23],"direct":[25],"relationship":[26],"between":[27],"computer":[29],"brain":[31],"termed":[33],"as":[34,124,126],"an":[35,48],"EEG-based":[36,97,107],"brain-computer":[37],"interface":[38],"(BCI).":[39],"objective":[41],"of":[42,50,65,105,139],"this":[43,171],"survey":[44,60,153],"to":[46,112],"presents":[47],"analysis":[49],"existing":[52],"distinct":[53],"BCIs":[54],"based":[55],"on":[56,158],"EEG.":[57],"Methods":[58],"This":[59,152],"provides":[61],"a":[62],"detailed":[63],"review":[64],"more":[66],"than":[67],"60":[68],"research":[69,101,156],"papers":[70],"presenting":[71],"BCI-based":[73,159],"EEG,":[74,160],"like":[75,135],"imagery-based":[77],"techniques,":[78,81,87,90,94],"spatial":[79],"filtering-based":[80],"Steady-State":[82],"Visual":[83],"Evoked":[84],"Potential":[85,92],"(SSVEP)-based":[86],"machine":[88],"learning-based":[89],"Event-Related":[91],"(ERP)-based":[93],"online":[96],"techniques.":[98,150],"Subsequently,":[99],"gaps":[102],"issues":[104],"several":[106],"BCI":[108],"systems":[109],"are":[110,168],"adopted":[111],"help":[113],"researchers":[115,164],"better":[117],"future":[118],"scope.":[119],"Results":[120],"An":[121],"elaborative":[122],"analyses":[123],"well":[125],"discussion":[127],"have":[128],"been":[129],"provided":[130],"by":[131,148],"concerning":[132],"parameters,":[134],"evaluation":[136],"metrics,":[137],"year":[138],"publication,":[140],"accuracy,":[141],"implementation":[142],"tool,":[143],"datasets":[146],"obtained":[147],"various":[149],"Conclusions":[151],"paper":[154],"exposes":[155],"topics":[157],"which":[161],"helps":[162],"scholars,":[166],"who":[167],"interested":[169],"in":[170],"domain.":[172]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}