{"id":"https://openalex.org/W2049164905","doi":"https://doi.org/10.1371/journal.pone.0121262","title":"Improving the Performance of an EEG-Based Motor Imagery Brain Computer Interface Using Task Evoked Changes in Pupil Diameter","display_name":"Improving the Performance of an EEG-Based Motor Imagery Brain Computer Interface Using Task Evoked Changes in Pupil Diameter","publication_year":2015,"publication_date":"2015-03-27","ids":{"openalex":"https://openalex.org/W2049164905","doi":"https://doi.org/10.1371/journal.pone.0121262","mag":"2049164905","pmid":"https://pubmed.ncbi.nlm.nih.gov/25816285"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pone.0121262","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0121262","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0121262&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0121262&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020409408","display_name":"David Rozado","orcid":"https://orcid.org/0000-0001-6849-4746"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"David Rozado","raw_affiliation_strings":["CSIRO-Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia","CSIRO\u2014Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO-Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia","institution_ids":[]},{"raw_affiliation_string":"CSIRO\u2014Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029290293","display_name":"Andreas Duenser","orcid":"https://orcid.org/0000-0002-7423-0736"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andreas Duenser","raw_affiliation_strings":["CSIRO-Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia","CSIRO\u2014Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO-Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia","institution_ids":[]},{"raw_affiliation_string":"CSIRO\u2014Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003540285","display_name":"Ben Howell","orcid":null},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ben Howell","raw_affiliation_strings":["CSIRO-Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia","CSIRO\u2014Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO-Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia","institution_ids":[]},{"raw_affiliation_string":"CSIRO\u2014Digital Productivity Flagship. 15 College Rd, Sandy Bay, TAS 7005, Australia","institution_ids":["https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020409408"],"corresponding_institution_ids":["https://openalex.org/I1292875679"],"apc_list":{"value":1805,"currency":"USD","value_usd":1805},"apc_paid":{"value":1805,"currency":"USD","value_usd":1805},"fwci":2.498,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.89013122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"10","issue":"3","first_page":"e0121262","last_page":"e0121262"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9943000078201294,"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"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8921701908111572},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.795504093170166},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6741093397140503},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6421042084693909},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.5279884934425354},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.47247904539108276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46061205863952637},{"id":"https://openalex.org/keywords/pupil","display_name":"Pupil","score":0.45028501749038696},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4235784113407135},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3721241354942322},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22643116116523743},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1672387421131134}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8921701908111572},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.795504093170166},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6741093397140503},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6421042084693909},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.5279884934425354},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.47247904539108276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46061205863952637},{"id":"https://openalex.org/C2777394604","wikidata":"https://www.wikidata.org/wiki/Q173318","display_name":"Pupil","level":2,"score":0.45028501749038696},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4235784113407135},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3721241354942322},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22643116116523743},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1672387421131134}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","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":"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":"D009043","descriptor_name":"Motor Activity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009043","descriptor_name":"Motor Activity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009043","descriptor_name":"Motor Activity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019054","descriptor_name":"Evoked Potentials, Motor","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019054","descriptor_name":"Evoked Potentials, Motor","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019054","descriptor_name":"Evoked Potentials, Motor","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":false},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","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":false}],"locations_count":4,"locations":[{"id":"doi:10.1371/journal.pone.0121262","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0121262","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0121262&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},{"id":"pmid:25816285","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25816285","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":"PloS one","raw_type":null},{"id":"pmh:oai:doaj.org/article:df85eadff2064d74aa9e16f809068e44","is_oa":true,"landing_page_url":"https://doaj.org/article/df85eadff2064d74aa9e16f809068e44","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS ONE, Vol 10, Iss 3, p e0121262 (2015)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:3351170","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4376947","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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"}],"best_oa_location":{"id":"doi:10.1371/journal.pone.0121262","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0121262","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0121262&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS ONE","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320386","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2049164905.pdf","grobid_xml":"https://content.openalex.org/works/W2049164905.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W93245280","https://openalex.org/W611103097","https://openalex.org/W652469452","https://openalex.org/W1616038887","https://openalex.org/W1967765022","https://openalex.org/W1970921724","https://openalex.org/W1990568749","https://openalex.org/W1995506038","https://openalex.org/W2000392366","https://openalex.org/W2010371409","https://openalex.org/W2011004955","https://openalex.org/W2018613899","https://openalex.org/W2025252425","https://openalex.org/W2035868320","https://openalex.org/W2057219090","https://openalex.org/W2075647286","https://openalex.org/W2077845410","https://openalex.org/W2093320893","https://openalex.org/W2101206558","https://openalex.org/W2102757742","https://openalex.org/W2119774068","https://openalex.org/W2122366741","https://openalex.org/W2125675750","https://openalex.org/W2128495200","https://openalex.org/W2135675747","https://openalex.org/W2140413964","https://openalex.org/W2142280324","https://openalex.org/W2149797735","https://openalex.org/W2153627947","https://openalex.org/W2156832349","https://openalex.org/W2157479079","https://openalex.org/W2161918244","https://openalex.org/W2166325560","https://openalex.org/W2171934417","https://openalex.org/W2404330084","https://openalex.org/W2498264865","https://openalex.org/W4205700569"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2947925238","https://openalex.org/W2887556756","https://openalex.org/W195417223","https://openalex.org/W2951110009","https://openalex.org/W1513407214","https://openalex.org/W1984377984","https://openalex.org/W2510077457","https://openalex.org/W1961545574","https://openalex.org/W3045772920"],"abstract_inverted_index":{"For":[0],"individuals":[1],"with":[2,22,113,152],"high":[3,274],"degrees":[4],"of":[5,43,56,75,93,185,201,226,279],"motor":[6,31,58,109,160,170,207],"disability":[7],"or":[8,14,273],"locked-in":[9],"syndrome,":[10],"it":[11],"is":[12,111,129],"impractical":[13],"impossible":[15],"to":[16,20,33,52,62,84,120,144,168,205,228,264,276],"use":[17,30],"mechanical":[18,44],"switches":[19],"interact":[21],"electronic":[23],"devices.":[24],"Brain":[25],"computer":[26],"interfaces":[27],"(BCIs)":[28],"can":[29,88,251],"imagery":[32,59,110,161,208],"detect":[34],"interaction":[35],"intention":[36],"from":[37,175,209],"users":[38],"but":[39],"lack":[40],"the":[41,54,72,90,182,186,199,202,215,224,242],"accuracy":[42,55,92],"switches.":[45],"Hence,":[46],"there":[47],"exists":[48],"a":[49,76,79,94,121,149,156,176,210,253],"strong":[50],"need":[51],"improve":[53,89],"EEG-based":[57],"BCIs":[60,258],"attempting":[61],"implement":[63],"an":[64,193],"on/off":[65],"switch.":[66],"Here,":[67],"we":[68,196,235],"investigate":[69],"how":[70,108],"monitoring":[71,181],"pupil":[73,116,126,141,183],"diameter":[74,117,127,142,184],"person":[77],"as":[78,192,241,267],"psycho-physiological":[80,249],"parameter":[81,128,191],"in":[82,101,115,256],"addition":[83],"traditional":[85,216],"EEG":[86,158,220,227],"channels":[87],"classification":[91],"switch-like":[95],"BCI.":[96,162],"We":[97,147,163],"have":[98],"recently":[99],"noticed":[100],"our":[102],"lab":[103],"(work":[104],"not":[105],"yet":[106],"published)":[107],"associated":[112],"increases":[114],"when":[118],"compared":[119],"control":[122,178,211],"rest":[123,177],"condition.":[124,179],"The":[125],"easily":[130],"accessible":[131],"through":[132],"video":[133],"oculography":[134],"since":[135],"most":[136],"gaze":[137],"tracking":[138],"systems":[139],"report":[140],"invariant":[143],"head":[145],"position.":[146],"performed":[148],"user":[150,187],"study":[151],"30":[153],"participants":[154],"using":[155,189,218],"typical":[157],"based":[159],"used":[164],"common":[165],"spatial":[166],"patterns":[167],"separate":[169],"imagery,":[171],"signaling":[172],"movement":[173],"intention,":[174],"By":[180],"and":[188,232,261],"this":[190],"additional":[194],"feature,":[195],"show":[197],"that":[198,237,246],"performance":[200],"classifier":[203],"trying":[204],"discriminate":[206],"condition":[212],"improves":[213],"over":[214],"approach":[217],"just":[219],"derived":[221],"features.":[222],"Given":[223],"limitations":[225],"construct":[229],"highly":[230],"robust":[231],"reliable":[233],"BCIs,":[234],"postulate":[236],"multi-modal":[238],"approaches,":[239],"such":[240,266],"one":[243],"presented":[244],"here":[245],"monitor":[247],"several":[248],"parameters,":[250],"be":[252],"successful":[254],"strategy":[255],"making":[257],"more":[259],"accurate":[260],"less":[262],"vulnerable":[263],"constraints":[265],"requirements":[268],"for":[269],"long":[270],"training":[271],"sessions":[272],"signal":[275],"noise":[277],"ratio":[278],"electrode":[280],"channels.":[281]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
