{"id":"https://openalex.org/W787537876","doi":"https://doi.org/10.1007/978-3-319-19264-2_3","title":"Classification of Hand Movements from Non-invasive Brain Signals Using Lattice Neural Networks with Dendritic Processing","display_name":"Classification of Hand Movements from Non-invasive Brain Signals Using Lattice Neural Networks with Dendritic Processing","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W787537876","doi":"https://doi.org/10.1007/978-3-319-19264-2_3","mag":"787537876"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-19264-2_3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-19264-2_3","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-19264-2_3.pdf","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":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-19264-2_3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009279588","display_name":"Leonardo Ojeda","orcid":null},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Leonardo Ojeda","raw_affiliation_strings":["Tecnol\u00f3gico de Monterrey Campus Guadalajara, Av. Gral Ram\u00f3n Corona 2514, 45201, Zapopan, Jalisco, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico de Monterrey Campus Guadalajara, Av. Gral Ram\u00f3n Corona 2514, 45201, Zapopan, Jalisco, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011219377","display_name":"Roberto Vega","orcid":"https://orcid.org/0000-0002-5686-5148"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Roberto Vega","raw_affiliation_strings":["Department of Computing Science, University of Alberta, 116 St. and 85 Ave., Edmonton, AB, T6G 2R3, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computing Science, University of Alberta, 116 St. and 85 Ave., Edmonton, AB, T6G 2R3, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013821335","display_name":"Luis E. Falc\u00f3n-Morales","orcid":"https://orcid.org/0000-0001-8760-5640"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Luis Eduardo Falcon","raw_affiliation_strings":["Tecnol\u00f3gico de Monterrey Campus Guadalajara, Av. Gral Ram\u00f3n Corona 2514, 45201, Zapopan, Jalisco, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico de Monterrey Campus Guadalajara, Av. Gral Ram\u00f3n Corona 2514, 45201, Zapopan, Jalisco, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054053087","display_name":"Gildardo Sanchez\u2010Ante","orcid":"https://orcid.org/0000-0003-3666-0855"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gildardo Sanchez-Ante","raw_affiliation_strings":["Tecnol\u00f3gico de Monterrey Campus Guadalajara, Av. Gral Ram\u00f3n Corona 2514, 45201, Zapopan, Jalisco, Mexico"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico de Monterrey Campus Guadalajara, Av. Gral Ram\u00f3n Corona 2514, 45201, Zapopan, Jalisco, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007636051","display_name":"Humberto Sossa","orcid":"https://orcid.org/0000-0002-0521-4898"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Humberto Sossa","raw_affiliation_strings":["Instituto Polit\u00e9cnico Nacional-CIC, Av. Juan de Dios Batiz S/N, Gustavo A. Madero, 07738, M\u00e9xico, Distrito Federal, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Polit\u00e9cnico Nacional-CIC, Av. Juan de Dios Batiz S/N, Gustavo A. Madero, 07738, M\u00e9xico, Distrito Federal, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015038818","display_name":"Javier M. Antelis","orcid":"https://orcid.org/0000-0003-3377-0813"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]},{"id":"https://openalex.org/I4210165487","display_name":"Instituto Tecnol\u00f3gico de Toluca","ror":"https://ror.org/05s142056","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210165487"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Javier M. Antelis","raw_affiliation_strings":["Centro de Investigaci\u00f3n en Mecatr\u00f3nica Automotriz (CIMA), Tecnol\u00f3gico de Monterrey Campus Toluca, Eduardo Monroy C\u00e1rdenas 2000, 50110, Toluca, Estado de M\u00e9xico, Mexico","Tecnol\u00f3gico de Monterrey Campus Guadalajara, Av. Gral Ram\u00f3n Corona 2514, 45201, Zapopan, Jalisco, Mexico"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Mecatr\u00f3nica Automotriz (CIMA), Tecnol\u00f3gico de Monterrey Campus Toluca, Eduardo Monroy C\u00e1rdenas 2000, 50110, Toluca, Estado de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I4210165487","https://openalex.org/I98461037"]},{"raw_affiliation_string":"Tecnol\u00f3gico de Monterrey Campus Guadalajara, Av. Gral Ram\u00f3n Corona 2514, 45201, Zapopan, Jalisco, Mexico","institution_ids":["https://openalex.org/I98461037"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015038818"],"corresponding_institution_ids":["https://openalex.org/I4210165487","https://openalex.org/I98461037"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.9323,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.95214584,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"23","last_page":"32"},"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":0.9980999827384949,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9976999759674072,"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":0.7475146055221558},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7431448698043823},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6935641765594482},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6476855278015137},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5487273335456848},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5307167768478394},{"id":"https://openalex.org/keywords/wilcoxon-signed-rank-test","display_name":"Wilcoxon signed-rank test","score":0.5298435688018799},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.5228520035743713},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4794979691505432},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4409673810005188},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.4151623249053955},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15810692310333252},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10436907410621643},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07301369309425354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7475146055221558},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7431448698043823},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6935641765594482},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6476855278015137},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5487273335456848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5307167768478394},{"id":"https://openalex.org/C206041023","wikidata":"https://www.wikidata.org/wiki/Q1751970","display_name":"Wilcoxon signed-rank test","level":3,"score":0.5298435688018799},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.5228520035743713},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4794979691505432},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4409673810005188},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.4151623249053955},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15810692310333252},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10436907410621643},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07301369309425354},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-19264-2_3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-19264-2_3","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-19264-2_3.pdf","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":{"id":"doi:10.1007/978-3-319-19264-2_3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-19264-2_3","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-19264-2_3.pdf","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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2055566847","display_name":null,"funder_award_id":"155014","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"}],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320323037","display_name":"Instituto Tecnol\u00f3gico y de Estudios Superiores de Monterrey","ror":"https://ror.org/03ayjn504"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W787537876.pdf","grobid_xml":"https://content.openalex.org/works/W787537876.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W652469452","https://openalex.org/W1482432820","https://openalex.org/W1925024438","https://openalex.org/W2045151223","https://openalex.org/W2045584971","https://openalex.org/W2062359354","https://openalex.org/W2075647286","https://openalex.org/W2101349570","https://openalex.org/W2104622509","https://openalex.org/W2106006415","https://openalex.org/W2119821739","https://openalex.org/W2151669316","https://openalex.org/W2156369417","https://openalex.org/W2158550222","https://openalex.org/W2799061466","https://openalex.org/W3142697981","https://openalex.org/W4205687621"],"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":2021,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
