{"id":"https://openalex.org/W3176330630","doi":"https://doi.org/10.1109/i2mtc50364.2021.9460090","title":"Attention based Inception model for robust EEG motor imagery classification","display_name":"Attention based Inception model for robust EEG motor imagery classification","publication_year":2021,"publication_date":"2021-05-17","ids":{"openalex":"https://openalex.org/W3176330630","doi":"https://doi.org/10.1109/i2mtc50364.2021.9460090","mag":"3176330630"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc50364.2021.9460090","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc50364.2021.9460090","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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/A5007931218","display_name":"Syed Umar Amin","orcid":"https://orcid.org/0000-0002-4718-0155"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Syed Umar Amin","raw_affiliation_strings":["Center of Smart Robotics Research, CCIS, King Saud University,Riyadh,Saudi Arabia","Center of Smart Robotics Research, CCIS, King Saud University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Center of Smart Robotics Research, CCIS, King Saud University,Riyadh,Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Center of Smart Robotics Research, CCIS, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078228672","display_name":"Hamdi Altaheri","orcid":"https://orcid.org/0000-0003-1780-6388"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hamdi Altaheri","raw_affiliation_strings":["Center of Smart Robotics Research, CCIS, King Saud University,Riyadh,Saudi Arabia","Center of Smart Robotics Research, CCIS, King Saud University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Center of Smart Robotics Research, CCIS, King Saud University,Riyadh,Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Center of Smart Robotics Research, CCIS, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080711681","display_name":"Ghulam Muhammad","orcid":"https://orcid.org/0000-0002-9781-3969"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ghulam Muhammad","raw_affiliation_strings":["Center of Smart Robotics Research, CCIS, King Saud University,Riyadh,Saudi Arabia","Center of Smart Robotics Research, CCIS, King Saud University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Center of Smart Robotics Research, CCIS, King Saud University,Riyadh,Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Center of Smart Robotics Research, CCIS, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060389647","display_name":"Mansour Alsulaiman","orcid":"https://orcid.org/0000-0003-2866-184X"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mansour Alsulaiman","raw_affiliation_strings":["Center of Smart Robotics Research, CCIS, King Saud University,Riyadh,Saudi Arabia","Center of Smart Robotics Research, CCIS, King Saud University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Center of Smart Robotics Research, CCIS, King Saud University,Riyadh,Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Center of Smart Robotics Research, CCIS, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083084430","display_name":"Wadood Abdul","orcid":"https://orcid.org/0000-0002-6871-6633"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Wadood Abdul","raw_affiliation_strings":["Center of Smart Robotics Research, CCIS, King Saud University,Riyadh,Saudi Arabia","Center of Smart Robotics Research, CCIS, King Saud University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Center of Smart Robotics Research, CCIS, King Saud University,Riyadh,Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Center of Smart Robotics Research, CCIS, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007931218"],"corresponding_institution_ids":["https://openalex.org/I28022161"],"apc_list":null,"apc_paid":null,"fwci":2.9134,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.9129989,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"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":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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9896000027656555,"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"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9894000291824341,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.9103215336799622},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.778978705406189},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7445303201675415},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.709181010723114},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6600925326347351},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.641430675983429},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5433155298233032},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4608151316642761},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3551567792892456},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3422142267227173},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09285947680473328},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07802236080169678},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.06579747796058655}],"concepts":[{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.9103215336799622},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.778978705406189},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7445303201675415},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.709181010723114},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6600925326347351},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.641430675983429},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5433155298233032},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4608151316642761},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3551567792892456},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3422142267227173},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09285947680473328},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07802236080169678},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.06579747796058655},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc50364.2021.9460090","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc50364.2021.9460090","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G180649378","display_name":null,"funder_award_id":"DRI-KSU-1354","funder_id":"https://openalex.org/F4320327296","funder_display_name":"Ministry of Education \u2013 Kingdom of Saudi Arabi"}],"funders":[{"id":"https://openalex.org/F4320327296","display_name":"Ministry of Education \u2013 Kingdom of Saudi Arabi","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W89197320","https://openalex.org/W1544959898","https://openalex.org/W1686810756","https://openalex.org/W1966933694","https://openalex.org/W1969878365","https://openalex.org/W1971140534","https://openalex.org/W1972498024","https://openalex.org/W1991044482","https://openalex.org/W2003621157","https://openalex.org/W2041554067","https://openalex.org/W2049166497","https://openalex.org/W2132360759","https://openalex.org/W2142280324","https://openalex.org/W2150590430","https://openalex.org/W2154777661","https://openalex.org/W2163969766","https://openalex.org/W2165611870","https://openalex.org/W2183341477","https://openalex.org/W2503762762","https://openalex.org/W2524898498","https://openalex.org/W2557301950","https://openalex.org/W2559463885","https://openalex.org/W2622525607","https://openalex.org/W2741907166","https://openalex.org/W2769507557","https://openalex.org/W2789862225","https://openalex.org/W2792724009","https://openalex.org/W2792881371","https://openalex.org/W2798746525","https://openalex.org/W2807954856","https://openalex.org/W2899435621","https://openalex.org/W2910379596","https://openalex.org/W2911969890","https://openalex.org/W2915149867","https://openalex.org/W2946366192","https://openalex.org/W2954214015","https://openalex.org/W2962835968","https://openalex.org/W2974361948","https://openalex.org/W2992144662","https://openalex.org/W3000463835","https://openalex.org/W3001706096","https://openalex.org/W3034258622","https://openalex.org/W3081817842","https://openalex.org/W3102455230","https://openalex.org/W4240887954","https://openalex.org/W4251304725","https://openalex.org/W6637373629","https://openalex.org/W6679555981"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2887556756","https://openalex.org/W2947925238","https://openalex.org/W195417223","https://openalex.org/W1513407214","https://openalex.org/W1984377984","https://openalex.org/W1961545574","https://openalex.org/W3045772920","https://openalex.org/W2510077457","https://openalex.org/W2047816336"],"abstract_inverted_index":{"Deep":[0],"Learning":[1],"based":[2,52,69,81],"models":[3],"have":[4,31],"revolutionized":[5],"EEG":[6],"decoding":[7],"attaining":[8],"better":[9],"performance":[10],"than":[11],"techniques":[12],"using":[13],"handcrafted":[14],"features.":[15],"Decoding":[16],"and":[17,95],"recognizing":[18],"motor":[19,75,92],"imagery":[20,76,93],"signals":[21],"accurately":[22],"has":[23],"always":[24],"been":[25,32],"a":[26],"challenging":[27],"task":[28],"as":[29],"these":[30],"used":[33],"in":[34],"BCI":[35,89],"for":[36,87],"various":[37,63],"critical":[38],"applications":[39],"like":[40],"assisting":[41],"stroke":[42],"patients,":[43],"controlling":[44],"robotic":[45],"arms,":[46],"etc.":[47],"This":[48],"study":[49],"proposes":[50],"attention":[51,58,80],"CNN":[53,82],"model":[54,83],"consisting":[55],"of":[56,62],"an":[57],"module":[59],"having":[60],"filters":[61],"sizes":[64],"that":[65],"can":[66],"extract":[67],"features":[68],"on":[70],"their":[71],"importance":[72],"from":[73],"the":[74,88,96],"data.":[77],"The":[78],"proposed":[79],"produces":[84],"good":[85],"accuracy":[86],"IV":[90],"2a":[91],"dataset":[94],"high":[97],"gamma":[98],"dataset.":[99]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}