{"id":"https://openalex.org/W4390044827","doi":"https://doi.org/10.1109/icast57874.2023.10359258","title":"Effectively reduce the number of EEG channels by deleting nonessential channels","display_name":"Effectively reduce the number of EEG channels by deleting nonessential channels","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4390044827","doi":"https://doi.org/10.1109/icast57874.2023.10359258"},"language":"en","primary_location":{"id":"doi:10.1109/icast57874.2023.10359258","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icast57874.2023.10359258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Awareness Science and Technology (iCAST)","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/A5065251563","display_name":"Chu-Hui Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chu-Hui Lee","raw_affiliation_strings":["Chaoyang University of Technology, Taichung,Department of Information Management,Taichung,Taiwan,41349"],"affiliations":[{"raw_affiliation_string":"Chaoyang University of Technology, Taichung,Department of Information Management,Taichung,Taiwan,41349","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111319566","display_name":"Bo-Yu Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bo-Yu Jiang","raw_affiliation_strings":["Chaoyang University of Technology, Taichung,Department of Information Management,Taichung,Taiwan,41349"],"affiliations":[{"raw_affiliation_string":"Chaoyang University of Technology, Taichung,Department of Information Management,Taichung,Taiwan,41349","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101901556","display_name":"Chun-Ming Huang","orcid":"https://orcid.org/0000-0001-7973-9112"},"institutions":[{"id":"https://openalex.org/I4210166867","display_name":"National Applied Research Laboratories","ror":"https://ror.org/05wcstg80","country_code":"TW","type":"funder","lineage":["https://openalex.org/I4210128167","https://openalex.org/I4210166867"]},{"id":"https://openalex.org/I4210120917","display_name":"Taiwan Semiconductor Manufacturing Company (Taiwan)","ror":"https://ror.org/02wx79d08","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210120917"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chun-Ming Huang","raw_affiliation_strings":["NARLabs,Taiwan Semiconductor Research Institute,Hsinchu,Taiwan","Taiwan Semiconductor Research Institute, NARLabs, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"NARLabs,Taiwan Semiconductor Research Institute,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210120917","https://openalex.org/I4210166867"]},{"raw_affiliation_string":"Taiwan Semiconductor Research Institute, NARLabs, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210120917","https://openalex.org/I4210166867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103047746","display_name":"Chien\u2010Ming Wu","orcid":"https://orcid.org/0000-0001-9295-7181"},"institutions":[{"id":"https://openalex.org/I4210120917","display_name":"Taiwan Semiconductor Manufacturing Company (Taiwan)","ror":"https://ror.org/02wx79d08","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210120917"]},{"id":"https://openalex.org/I4210166867","display_name":"National Applied Research Laboratories","ror":"https://ror.org/05wcstg80","country_code":"TW","type":"funder","lineage":["https://openalex.org/I4210128167","https://openalex.org/I4210166867"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Ming Wu","raw_affiliation_strings":["NARLabs,Taiwan Semiconductor Research Institute,Hsinchu,Taiwan","Taiwan Semiconductor Research Institute, NARLabs, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"NARLabs,Taiwan Semiconductor Research Institute,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210120917","https://openalex.org/I4210166867"]},{"raw_affiliation_string":"Taiwan Semiconductor Research Institute, NARLabs, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I4210120917","https://openalex.org/I4210166867"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065251563"],"corresponding_institution_ids":["https://openalex.org/I126145234"],"apc_list":null,"apc_paid":null,"fwci":0.5424,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65616161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"295","last_page":"300"},"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":0.9965999722480774,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9916999936103821,"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":0.8229060173034668},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6687012910842896},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.6463313698768616},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.5078220963478088},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4537437856197357},{"id":"https://openalex.org/keywords/electrode","display_name":"Electrode","score":0.418254554271698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.379727840423584},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10596880316734314},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08805230259895325},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07782396674156189},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.061866313219070435}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8229060173034668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6687012910842896},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.6463313698768616},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.5078220963478088},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4537437856197357},{"id":"https://openalex.org/C17525397","wikidata":"https://www.wikidata.org/wiki/Q176140","display_name":"Electrode","level":2,"score":0.418254554271698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.379727840423584},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10596880316734314},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08805230259895325},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07782396674156189},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.061866313219070435},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icast57874.2023.10359258","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icast57874.2023.10359258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Awareness Science and Technology (iCAST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2036064577","https://openalex.org/W2106006415","https://openalex.org/W2519699747","https://openalex.org/W2557301950","https://openalex.org/W2559463885","https://openalex.org/W2613181856","https://openalex.org/W2890363742","https://openalex.org/W2899424890","https://openalex.org/W3043664281","https://openalex.org/W3102455230","https://openalex.org/W3113058752","https://openalex.org/W3126287844","https://openalex.org/W4210813848","https://openalex.org/W4220744038","https://openalex.org/W4220805741","https://openalex.org/W4220918544","https://openalex.org/W4221061023","https://openalex.org/W4224122666","https://openalex.org/W4224312322","https://openalex.org/W4285104171","https://openalex.org/W6682865332"],"related_works":["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/W2914170859","https://openalex.org/W2889342546","https://openalex.org/W2015048155","https://openalex.org/W4319302618"],"abstract_inverted_index":{"EEG":[0,37,65],"is":[1,24,114,129],"a":[2,57],"commonly":[3],"used":[4],"brainwave":[5,33],"in":[6],"medicine,":[7],"which":[8],"records":[9],"continuous":[10],"and":[11,53,68,91,122],"irregular":[12],"electrical":[13],"potential":[14],"fluctuations":[15],"on":[16,44,50,86,99],"the":[17,39,45,62,75,108,123],"scalp":[18],"surface":[19],"through":[20],"BCI":[21],"devices.":[22],"EEGNet":[23,128],"an":[25,48],"improved":[26],"CNN":[27],"architecture":[28],"specifically":[29],"designed":[30],"for":[31,96],"classifying":[32],"signals.":[34],"When":[35],"collecting":[36],"brainwaves,":[38],"number":[40,63,124],"of":[41,64,77,82,110,125],"electrode":[42,66,120],"channels":[43,67,93,113],"device":[46],"has":[47],"impact":[49,81],"its":[51],"size":[52],"cost.":[54],"We":[55],"proposed":[56],"method":[58],"to":[59,117],"effectively":[60],"reduce":[61],"parameters":[69,126],"by":[70],"\"deleting":[71],"nonessential":[72,92,112],"channels\"":[73],"during":[74],"detection":[76],"specific":[78],"events.":[79],"The":[80,103],"removing":[83],"each":[84],"channel":[85],"classification":[87],"accuracy":[88,101,109],"was":[89,94],"observed":[90],"selected":[95],"deletion":[97],"based":[98],"their":[100],"rankings.":[102],"research":[104],"results":[105],"indicate":[106],"that":[107],"deleting":[111],"higher":[115],"compared":[116],"using":[118],"all":[119],"channels,":[121],"entering":[127],"also":[130],"reduced.":[131]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}