{"id":"https://openalex.org/W4318821565","doi":"https://doi.org/10.1007/978-3-031-24801-6_12","title":"Decoding Motor Preparation Through a\u00a0Deep Learning Approach Based on\u00a0EEG Time-Frequency Maps","display_name":"Decoding Motor Preparation Through a\u00a0Deep Learning Approach Based on\u00a0EEG Time-Frequency Maps","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4318821565","doi":"https://doi.org/10.1007/978-3-031-24801-6_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-24801-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24801-6_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5056605266","display_name":"Nadia Mammone","orcid":"https://orcid.org/0000-0003-4962-3500"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Nadia Mammone","raw_affiliation_strings":["DICEAM Department, University Mediterranea of Reggio Calabria, Via Graziella, Feo di Vito, 89122, Reggio Calabria, Italy","University Mediterranea of Reggio Calabria, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM Department, University Mediterranea of Reggio Calabria, Via Graziella, Feo di Vito, 89122, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"University Mediterranea of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052687333","display_name":"Cosimo Ieracitano","orcid":"https://orcid.org/0000-0001-7890-2897"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cosimo Ieracitano","raw_affiliation_strings":["DICEAM Department, University Mediterranea of Reggio Calabria, Via Graziella, Feo di Vito, 89122, Reggio Calabria, Italy","University Mediterranea of Reggio Calabria, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM Department, University Mediterranea of Reggio Calabria, Via Graziella, Feo di Vito, 89122, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"University Mediterranea of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015066126","display_name":"Rossella Spataro","orcid":"https://orcid.org/0000-0002-8910-3131"},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]},{"id":"https://openalex.org/I4210162269","display_name":"Centro Neurolesi Bonino Pulejo","ror":"https://ror.org/05tzq2c96","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210162269"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rossella Spataro","raw_affiliation_strings":["ALS Clinical Research Center, University of Palermo, Palermo, Italy","IRCCS Centro Neurolesi Bonino Pulejo, Palermo, Italy"],"affiliations":[{"raw_affiliation_string":"ALS Clinical Research Center, University of Palermo, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]},{"raw_affiliation_string":"IRCCS Centro Neurolesi Bonino Pulejo, Palermo, Italy","institution_ids":["https://openalex.org/I4210162269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007078334","display_name":"Christoph Guger","orcid":"https://orcid.org/0000-0001-6468-8500"},"institutions":[{"id":"https://openalex.org/I4210125207","display_name":"Guger Technologies (Austria)","ror":"https://ror.org/040823y46","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210125207"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christoph Guger","raw_affiliation_strings":["g.tec Medical Engineering GmbH, 4521, Schiedlberg, Austria"],"affiliations":[{"raw_affiliation_string":"g.tec Medical Engineering GmbH, 4521, Schiedlberg, Austria","institution_ids":["https://openalex.org/I4210125207"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072514121","display_name":"Woosang Cho","orcid":"https://orcid.org/0000-0001-9647-4611"},"institutions":[{"id":"https://openalex.org/I4210125207","display_name":"Guger Technologies (Austria)","ror":"https://ror.org/040823y46","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210125207"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Woosang Cho","raw_affiliation_strings":["g.tec Medical Engineering GmbH, 4521, Schiedlberg, Austria"],"affiliations":[{"raw_affiliation_string":"g.tec Medical Engineering GmbH, 4521, Schiedlberg, Austria","institution_ids":["https://openalex.org/I4210125207"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068143882","display_name":"Francesco Carlo Morabito","orcid":"https://orcid.org/0000-0003-0734-9136"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco C. Morabito","raw_affiliation_strings":["DICEAM Department, University Mediterranea of Reggio Calabria, Via Graziella, Feo di Vito, 89122, Reggio Calabria, Italy","University Mediterranea of Reggio Calabria, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM Department, University Mediterranea of Reggio Calabria, Via Graziella, Feo di Vito, 89122, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"University Mediterranea of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056605266"],"corresponding_institution_ids":["https://openalex.org/I59725666"],"apc_list":null,"apc_paid":null,"fwci":0.6875,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77650661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"159","last_page":"173"},"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":0.9886999726295471,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.7545719742774963},{"id":"https://openalex.org/keywords/closing","display_name":"Closing (real estate)","score":0.7537517547607422},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7515331506729126},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7185695171356201},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.680139422416687},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.5803532004356384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.51894211769104},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.501462459564209},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.499082088470459},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.49473950266838074},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4778308868408203},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.44883108139038086},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43640202283859253},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.4228667616844177},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3354845643043518},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1479591429233551},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1402391791343689},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11714699864387512},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.07169792056083679}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7545719742774963},{"id":"https://openalex.org/C2778775528","wikidata":"https://www.wikidata.org/wiki/Q5135432","display_name":"Closing (real estate)","level":2,"score":0.7537517547607422},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7515331506729126},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7185695171356201},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.680139422416687},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.5803532004356384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.51894211769104},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.501462459564209},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.499082088470459},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.49473950266838074},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4778308868408203},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.44883108139038086},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43640202283859253},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.4228667616844177},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3354845643043518},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1479591429233551},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1402391791343689},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11714699864387512},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.07169792056083679},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-24801-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24801-6_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2213896284","https://openalex.org/W2410397496","https://openalex.org/W2416505982","https://openalex.org/W2532699473","https://openalex.org/W2580041548","https://openalex.org/W2743161869","https://openalex.org/W2765761153","https://openalex.org/W2770223275","https://openalex.org/W2794345050","https://openalex.org/W2809091086","https://openalex.org/W2902225365","https://openalex.org/W2908939695","https://openalex.org/W2944275137","https://openalex.org/W2998747857","https://openalex.org/W3003523273","https://openalex.org/W3013170285","https://openalex.org/W3135784346","https://openalex.org/W3188727494","https://openalex.org/W4255272544"],"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/W2047816336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}