{"id":"https://openalex.org/W2951451556","doi":"https://doi.org/10.1007/978-3-030-22885-9_12","title":"Cross-Subject EEG Signal Classification with Deep Neural Networks Applied to Motor Imagery","display_name":"Cross-Subject EEG Signal Classification with Deep Neural Networks Applied to Motor Imagery","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2951451556","doi":"https://doi.org/10.1007/978-3-030-22885-9_12","mag":"2951451556"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-22885-9_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22885-9_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5018220671","display_name":"Mouad Riyad","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mouad Riyad","raw_affiliation_strings":["Networks, Telecoms and Multimedia Team, LIM@II-FSTM, B.P. 146, 20650, Mohammedia, Morocco"],"affiliations":[{"raw_affiliation_string":"Networks, Telecoms and Multimedia Team, LIM@II-FSTM, B.P. 146, 20650, Mohammedia, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018353705","display_name":"Mohammed Khalil","orcid":"https://orcid.org/0000-0002-4211-1011"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammed Khalil","raw_affiliation_strings":["Networks, Telecoms and Multimedia Team, LIM@II-FSTM, B.P. 146, 20650, Mohammedia, Morocco"],"affiliations":[{"raw_affiliation_string":"Networks, Telecoms and Multimedia Team, LIM@II-FSTM, B.P. 146, 20650, Mohammedia, Morocco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032292618","display_name":"Abdellah Adib","orcid":"https://orcid.org/0000-0002-0670-7221"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdellah Adib","raw_affiliation_strings":["Networks, Telecoms and Multimedia Team, LIM@II-FSTM, B.P. 146, 20650, Mohammedia, Morocco"],"affiliations":[{"raw_affiliation_string":"Networks, Telecoms and Multimedia Team, LIM@II-FSTM, B.P. 146, 20650, Mohammedia, Morocco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018220671"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.8757,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.9345278,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"124","last_page":"139"},"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":0.9879000186920166,"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/T10320","display_name":"Neural Networks and Applications","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.7754400968551636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7751970291137695},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.675391674041748},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5781732797622681},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5321872234344482},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.5111547112464905},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.507836639881134},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4177548289299011},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3977419435977936},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.3611651659011841},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09706243872642517},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08532139658927917},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.04875636100769043}],"concepts":[{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7754400968551636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7751970291137695},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.675391674041748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5781732797622681},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5321872234344482},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5111547112464905},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.507836639881134},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4177548289299011},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3977419435977936},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.3611651659011841},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09706243872642517},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08532139658927917},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.04875636100769043},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-22885-9_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22885-9_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1533861849","https://openalex.org/W1904681697","https://openalex.org/W2064675550","https://openalex.org/W2068028305","https://openalex.org/W2075647286","https://openalex.org/W2119163516","https://openalex.org/W2128909182","https://openalex.org/W2134050473","https://openalex.org/W2140413964","https://openalex.org/W2154774916","https://openalex.org/W2157331557","https://openalex.org/W2176412452","https://openalex.org/W2540507509","https://openalex.org/W2557283755","https://openalex.org/W2559463885","https://openalex.org/W2766584688","https://openalex.org/W2794345050","https://openalex.org/W2896120927","https://openalex.org/W2902704945","https://openalex.org/W2904468204","https://openalex.org/W2949190276","https://openalex.org/W2962951526","https://openalex.org/W3102455230","https://openalex.org/W3206356973"],"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":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
