{"id":"https://openalex.org/W3159322097","doi":"https://doi.org/10.1007/978-3-030-74893-7_2","title":"The Use of Multilayer ConvNets for the Purposes of Motor Imagery Classification","display_name":"The Use of Multilayer ConvNets for the Purposes of Motor Imagery Classification","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3159322097","doi":"https://doi.org/10.1007/978-3-030-74893-7_2","mag":"3159322097"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-74893-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-74893-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5057437879","display_name":"Szczepan Paszkiel","orcid":"https://orcid.org/0000-0002-4917-5712"},"institutions":[{"id":"https://openalex.org/I119217307","display_name":"Opole University of Technology","ror":"https://ror.org/05sj5k538","country_code":"PL","type":"education","lineage":["https://openalex.org/I119217307"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Szczepan Paszkiel","raw_affiliation_strings":["Faculty of Electrical Engineering, Automatic Control and Informatics, Opole University of Technology, Opole, Poland"],"raw_orcid":"https://orcid.org/0000-0002-4917-5712","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Automatic Control and Informatics, Opole University of Technology, Opole, Poland","institution_ids":["https://openalex.org/I119217307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086171529","display_name":"Pawe\u0142 Dobrakowski","orcid":"https://orcid.org/0000-0002-6436-2487"},"institutions":[{"id":"https://openalex.org/I4210141907","display_name":"Humanitas University in Sosnowiec","ror":"https://ror.org/03s5jv345","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210141907"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Pawe\u0142 Dobrakowski","raw_affiliation_strings":["Humanitas University, Sosnowiec, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Humanitas University, Sosnowiec, Poland","institution_ids":["https://openalex.org/I4210141907"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0795,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93450432,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"10","last_page":"19"},"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9821000099182129,"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":0.9606999754905701,"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/computer-science","display_name":"Computer science","score":0.7575821280479431},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.7113839387893677},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6827421188354492},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6815276741981506},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6237330436706543},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6135203838348389},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5909876227378845},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5658620595932007},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5164070725440979},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5105774998664856},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5066776871681213},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5035597681999207},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5000226497650146},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47877800464630127},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15866398811340332},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.06784337759017944},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.06531637907028198},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06476894021034241}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7575821280479431},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7113839387893677},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6827421188354492},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6815276741981506},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6237330436706543},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6135203838348389},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5909876227378845},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5658620595932007},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5164070725440979},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5105774998664856},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5066776871681213},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5035597681999207},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5000226497650146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47877800464630127},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15866398811340332},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.06784337759017944},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.06531637907028198},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06476894021034241},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-74893-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-74893-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W188957603","https://openalex.org/W1999886013","https://openalex.org/W2005791255","https://openalex.org/W2022021629","https://openalex.org/W2022856590","https://openalex.org/W2092926313","https://openalex.org/W2101672699","https://openalex.org/W2150590430","https://openalex.org/W2158076175","https://openalex.org/W2159472083","https://openalex.org/W2189139607","https://openalex.org/W2404544713","https://openalex.org/W2407897843","https://openalex.org/W2509858457","https://openalex.org/W2521878393","https://openalex.org/W2616365196","https://openalex.org/W2741907166","https://openalex.org/W2787376540","https://openalex.org/W2793531120","https://openalex.org/W2798727462","https://openalex.org/W2809409175","https://openalex.org/W2899754945","https://openalex.org/W2901051598","https://openalex.org/W2969751313","https://openalex.org/W2970402034","https://openalex.org/W2970601791","https://openalex.org/W2970834650","https://openalex.org/W3007230933","https://openalex.org/W4234298840"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2947925238","https://openalex.org/W2887556756","https://openalex.org/W195417223","https://openalex.org/W2951110009","https://openalex.org/W1513407214","https://openalex.org/W1984377984","https://openalex.org/W2510077457","https://openalex.org/W1961545574","https://openalex.org/W3045772920"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}