{"id":"https://openalex.org/W2107951754","doi":"https://doi.org/10.1109/iscas.2009.5118044","title":"Discriminative FilterBank selection and EEG information fusion for Brain Computer Interface","display_name":"Discriminative FilterBank selection and EEG information fusion for Brain Computer Interface","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2107951754","doi":"https://doi.org/10.1109/iscas.2009.5118044","mag":"2107951754"},"language":"en","primary_location":{"id":"doi:10.1109/iscas.2009.5118044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2009.5118044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Symposium on Circuits and Systems","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/A5036437730","display_name":"Kavitha P. Thomas","orcid":"https://orcid.org/0000-0002-8134-2242"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Kavitha P. Thomas","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031778999","display_name":"Cuntai Guan","orcid":"https://orcid.org/0000-0002-0872-3276"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Cuntai Guan","raw_affiliation_strings":["Institute for Infocomm Research, Singapore","Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Singapore","institution_ids":["https://openalex.org/I3005327000"]},{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083052879","display_name":"Lau Chiew Tong","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lau Chiew Tong","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042105714","display_name":"A. P. Vinod","orcid":"https://orcid.org/0000-0001-9408-1275"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"A. P. Vinod","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036437730"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.2729,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.57769588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9861000180244446,"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/filter-bank","display_name":"Filter bank","score":0.9066944122314453},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7934403419494629},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7855277061462402},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7612919807434082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6102282404899597},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5222072005271912},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.49634963274002075},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.49422767758369446},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49216288328170776},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4856385290622711},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4523235261440277},{"id":"https://openalex.org/keywords/spatial-filter","display_name":"Spatial filter","score":0.45045003294944763},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41531237959861755},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4109945297241211},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.39844369888305664},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10959014296531677}],"concepts":[{"id":"https://openalex.org/C100515483","wikidata":"https://www.wikidata.org/wiki/Q3268235","display_name":"Filter bank","level":3,"score":0.9066944122314453},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7934403419494629},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7855277061462402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7612919807434082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6102282404899597},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5222072005271912},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.49634963274002075},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.49422767758369446},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49216288328170776},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4856385290622711},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4523235261440277},{"id":"https://openalex.org/C121475858","wikidata":"https://www.wikidata.org/wiki/Q2735911","display_name":"Spatial filter","level":2,"score":0.45045003294944763},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41531237959861755},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4109945297241211},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.39844369888305664},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10959014296531677},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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":3,"locations":[{"id":"doi:10.1109/iscas.2009.5118044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2009.5118044","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Symposium on Circuits and Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-106704","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-106704","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"},{"id":"pmh:oai:repository.ust.hk:1783.1-106704","is_oa":false,"landing_page_url":"http://www.scopus.com/record/display.url?eid=2-s2.0-70350156900&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2006082701","https://openalex.org/W2106006415","https://openalex.org/W2119900117","https://openalex.org/W2131321253","https://openalex.org/W2132360759","https://openalex.org/W2136433932","https://openalex.org/W2138964882","https://openalex.org/W2142280324","https://openalex.org/W2145302786","https://openalex.org/W2152863712","https://openalex.org/W2165892205","https://openalex.org/W2588653064"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W2965546495","https://openalex.org/W1913385466","https://openalex.org/W2116862786","https://openalex.org/W2904049950","https://openalex.org/W1577723570","https://openalex.org/W3217252117"],"abstract_inverted_index":{"Brain":[0],"computer":[1],"interface":[2],"(BCI)":[3],"provides":[4],"a":[5,10,21,39],"direct":[6],"communication":[7],"pathway":[8],"between":[9],"human":[11],"and":[12,95],"an":[13,105],"external":[14],"device.":[15],"In":[16],"this":[17],"paper,":[18],"we":[19],"propose":[20],"new":[22],"dasiadiscriminative":[23],"filterbank":[24,71,117],"common":[25,119],"spatial":[26,120],"pattern":[27,121],"(DFBCSP)psila":[28],"algorithm":[29],"to":[30,67],"select":[31,68],"the":[32,50,69,73,80,84,99],"subject-specific":[33,45],"filters":[34,46],"automatically":[35],"during":[36],"training":[37],"for":[38,72],"motor":[40],"imagery":[41],"based":[42,118],"BCI.":[43],"The":[44,59],"are":[47],"selected":[48],"using":[49],"fisher":[51],"ratio":[52],"values":[53],"of":[54,82,93,109],"filtered":[55],"electroencephalogram":[56],"(EEG)":[57],"signal.":[58],"channel":[60],"dasiaC3psila":[61],"alone":[62],"could":[63],"give":[64],"sufficient":[65],"information":[66],"discriminative":[70],"proposed":[74,100],"system.":[75],"We":[76],"have":[77],"also":[78],"explored":[79],"possibility":[81],"boosting":[83],"system":[85],"performance":[86],"by":[87],"including":[88],"dynamic":[89,96],"temporal":[90],"features.":[91],"Fusion":[92],"static":[94],"features":[97],"in":[98],"DFBCSP":[101],"frame":[102],"work":[103],"gave":[104],"average":[106],"test":[107],"accuracy":[108],"92.44%,":[110],"which":[111],"is":[112],"significantly":[113],"better":[114],"than":[115],"conventional":[116],"algorithms.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
