{"id":"https://openalex.org/W3092159051","doi":"https://doi.org/10.1007/s00521-020-05393-6","title":"Mental imagery classification using one-dimensional convolutional neural network for target selection in single-channel BCI-controlled mobile robot","display_name":"Mental imagery classification using one-dimensional convolutional neural network for target selection in single-channel BCI-controlled mobile robot","publication_year":2020,"publication_date":"2020-10-09","ids":{"openalex":"https://openalex.org/W3092159051","doi":"https://doi.org/10.1007/s00521-020-05393-6","mag":"3092159051"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-020-05393-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05393-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-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/A5044187670","display_name":"Tarmizi Ahmad Izzuddin","orcid":"https://orcid.org/0000-0003-0743-6328"},"institutions":[{"id":"https://openalex.org/I32589535","display_name":"Technical University of Malaysia Malacca","ror":"https://ror.org/01xb6rs26","country_code":"MY","type":"education","lineage":["https://openalex.org/I32589535"]},{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Tarmizi Ahmad Izzuddin","raw_affiliation_strings":["Department of Control, Instrumentation and Automation, Faculty of Electrical Engineering, Universiti Teknikal Malaysia Melaka, 76100, Hang Tuah Jaya, Durian Tunggal, Melaka, Malaysia","Department of Electronic and Computer Engineering, School of Electrical Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310 UTM, Johor Bahru, Johor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-0743-6328","affiliations":[{"raw_affiliation_string":"Department of Control, Instrumentation and Automation, Faculty of Electrical Engineering, Universiti Teknikal Malaysia Melaka, 76100, Hang Tuah Jaya, Durian Tunggal, Melaka, Malaysia","institution_ids":["https://openalex.org/I32589535"]},{"raw_affiliation_string":"Department of Electronic and Computer Engineering, School of Electrical Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310 UTM, Johor Bahru, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108512349","display_name":"Norlaili Mat Safri","orcid":"https://orcid.org/0000-0002-7086-6972"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Norlaili Mat Safri","raw_affiliation_strings":["Department of Electronic and Computer Engineering, School of Electrical Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310 UTM, Johor Bahru, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, School of Electrical Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310 UTM, Johor Bahru, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020040632","display_name":"Mohd Afzan Othman","orcid":"https://orcid.org/0000-0002-0315-0798"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Afzan Othman","raw_affiliation_strings":["Department of Electronic and Computer Engineering, School of Electrical Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310 UTM, Johor Bahru, Johor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, School of Electrical Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, 81310 UTM, Johor Bahru, Johor, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044187670"],"corresponding_institution_ids":["https://openalex.org/I32589535","https://openalex.org/I4576418"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.8193,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.85215132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"33","issue":"11","first_page":"6233","last_page":"6246"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9919000267982483,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.987500011920929,"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/computer-science","display_name":"Computer science","score":0.7609246969223022},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7310876250267029},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6997789740562439},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.632518470287323},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5808206796646118},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.573997437953949},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.564099907875061},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5257699489593506},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5147361755371094},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5050628781318665},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4909222722053528},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.4757287800312042},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.4666588008403778},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38849544525146484},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34722405672073364},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15287509560585022}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7609246969223022},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7310876250267029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6997789740562439},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.632518470287323},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5808206796646118},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.573997437953949},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.564099907875061},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5257699489593506},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5147361755371094},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5050628781318665},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4909222722053528},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.4757287800312042},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.4666588008403778},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38849544525146484},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34722405672073364},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15287509560585022},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-020-05393-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05393-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1193984273","https://openalex.org/W1461454396","https://openalex.org/W1514907448","https://openalex.org/W1516452815","https://openalex.org/W1539070831","https://openalex.org/W1665214252","https://openalex.org/W1832693441","https://openalex.org/W1991701690","https://openalex.org/W1995854380","https://openalex.org/W2000169474","https://openalex.org/W2033310064","https://openalex.org/W2048939758","https://openalex.org/W2049549441","https://openalex.org/W2074747572","https://openalex.org/W2075500557","https://openalex.org/W2081267156","https://openalex.org/W2094397982","https://openalex.org/W2095705004","https://openalex.org/W2102757742","https://openalex.org/W2129138901","https://openalex.org/W2129812935","https://openalex.org/W2136376588","https://openalex.org/W2149094129","https://openalex.org/W2155273149","https://openalex.org/W2156849207","https://openalex.org/W2186344531","https://openalex.org/W2194775991","https://openalex.org/W2291961022","https://openalex.org/W2292138388","https://openalex.org/W2396154410","https://openalex.org/W2414295127","https://openalex.org/W2476326651","https://openalex.org/W2493783119","https://openalex.org/W2520334821","https://openalex.org/W2540674271","https://openalex.org/W2557301950","https://openalex.org/W2559463885","https://openalex.org/W2585813990","https://openalex.org/W2644830339","https://openalex.org/W2739271801","https://openalex.org/W2741907166","https://openalex.org/W2742652780","https://openalex.org/W2756789966","https://openalex.org/W2766329439","https://openalex.org/W2797340155","https://openalex.org/W2804221298","https://openalex.org/W2897875516","https://openalex.org/W2900263447","https://openalex.org/W2913246999","https://openalex.org/W2925763617","https://openalex.org/W2939880928","https://openalex.org/W2944356707","https://openalex.org/W2955248360","https://openalex.org/W2962699674","https://openalex.org/W2965577852","https://openalex.org/W2980096054","https://openalex.org/W2980481100","https://openalex.org/W3005846226","https://openalex.org/W3020950791","https://openalex.org/W3099438124","https://openalex.org/W3102455230","https://openalex.org/W4232749275","https://openalex.org/W4236910490","https://openalex.org/W4285719527"],"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/W2510077457","https://openalex.org/W3045772920","https://openalex.org/W2944296668"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}