{"id":"https://openalex.org/W3155946669","doi":"https://doi.org/10.1109/bci51272.2021.9385350","title":"Universal neurophysiological interpretation of EEG brain-computer interfaces","display_name":"Universal neurophysiological interpretation of EEG brain-computer interfaces","publication_year":2021,"publication_date":"2021-02-22","ids":{"openalex":"https://openalex.org/W3155946669","doi":"https://doi.org/10.1109/bci51272.2021.9385350","mag":"3155946669"},"language":"en","primary_location":{"id":"doi:10.1109/bci51272.2021.9385350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bci51272.2021.9385350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 9th International Winter Conference on Brain-Computer Interface (BCI)","raw_type":"proceedings-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/A5000515016","display_name":"James D. Bennett","orcid":"https://orcid.org/0000-0002-7955-1870"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"James D. Bennett","raw_affiliation_strings":["The University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038716104","display_name":"Sam E. John","orcid":"https://orcid.org/0000-0003-3780-2210"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sam E. John","raw_affiliation_strings":["The University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014100961","display_name":"David B. Grayden","orcid":"https://orcid.org/0000-0002-5497-7234"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David B. Grayden","raw_affiliation_strings":["The University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002748431","display_name":"Anthony N. Burkitt","orcid":"https://orcid.org/0000-0001-5672-2772"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anthony N. Burkitt","raw_affiliation_strings":["The University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":0.2381,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.48189532,"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":0.9998999834060669,"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":0.9986000061035156,"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":0.9947999715805054,"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.9246978163719177},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8640279173851013},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8528900146484375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7546848058700562},{"id":"https://openalex.org/keywords/neurophysiology","display_name":"Neurophysiology","score":0.6739316582679749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.530720591545105},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4603651762008667},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4315624237060547},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.4310929775238037},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.41112542152404785},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4013500213623047},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3887796103954315},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.18280029296875},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1787361204624176},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10548552870750427}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.9246978163719177},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8640279173851013},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8528900146484375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7546848058700562},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.6739316582679749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.530720591545105},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4603651762008667},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4315624237060547},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.4310929775238037},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.41112542152404785},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4013500213623047},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3887796103954315},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.18280029296875},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1787361204624176},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10548552870750427},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bci51272.2021.9385350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bci51272.2021.9385350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 9th International Winter Conference on Brain-Computer Interface (BCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1506673","https://openalex.org/W1562353621","https://openalex.org/W1787224781","https://openalex.org/W1970242638","https://openalex.org/W2011402106","https://openalex.org/W2014320934","https://openalex.org/W2088746603","https://openalex.org/W2096597330","https://openalex.org/W2099509424","https://openalex.org/W2103494817","https://openalex.org/W2105909330","https://openalex.org/W2106006415","https://openalex.org/W2128909182","https://openalex.org/W2129888542","https://openalex.org/W2152171700","https://openalex.org/W2207714503","https://openalex.org/W2282821441","https://openalex.org/W2487898712","https://openalex.org/W2559463885","https://openalex.org/W2594633041","https://openalex.org/W2605409611","https://openalex.org/W2741907166","https://openalex.org/W2794345050","https://openalex.org/W2804957865","https://openalex.org/W2892741787","https://openalex.org/W2895236597","https://openalex.org/W2952428400","https://openalex.org/W2962862931","https://openalex.org/W2963287333","https://openalex.org/W2963355311","https://openalex.org/W2999362542","https://openalex.org/W3102455230","https://openalex.org/W3104324110","https://openalex.org/W3128452405","https://openalex.org/W6600064434","https://openalex.org/W6737947904"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4247136043","https://openalex.org/W4312407344","https://openalex.org/W4384115502","https://openalex.org/W73699247","https://openalex.org/W2146473982"],"abstract_inverted_index":{"The":[0],"identification":[1],"of":[2,22,39,45,56,90,99],"brain":[3,7],"activity":[4],"by":[5],"a":[6,19,40,57,88],"computer":[8],"interface":[9],"(BCI)":[10],"from":[11],"electroencephalography":[12],"(EEG)":[13],"recordings":[14],"can":[15,79],"be":[16],"achieved":[17],"with":[18,71],"wide":[20],"variety":[21],"signal":[23],"processing":[24],"and":[25,75,84],"machine":[26,60],"learning":[27,61],"algorithms.":[28],"Currently,":[29],"there":[30],"is":[31],"no":[32],"universal":[33],"method":[34,70],"for":[35,64],"explaining":[36],"the":[37,96,100],"predictions":[38],"BCI":[41,91],"decoder":[42],"in":[43],"terms":[44],"neurophysiologically":[46],"relevant":[47],"factors.":[48],"In":[49],"this":[50,69],"paper,":[51],"we":[52],"propose":[53],"an":[54],"extension":[55],"prominent,":[58],"perturbation-based":[59],"interpretability":[62],"technique":[63],"EEG":[65,73],"recordings.":[66],"We":[67,93],"validate":[68],"simulated":[72],"data":[74],"show":[76],"that":[77],"it":[78],"appropriately":[80],"distinguish":[81],"contributing":[82],"electrodes":[83],"cortical":[85],"sources":[86],"across":[87],"range":[89],"decoders.":[92],"also":[94],"investigate":[95],"convergence":[97],"properties":[98],"method.":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}