{"id":"https://openalex.org/W4205602192","doi":"https://doi.org/10.1109/bibm52615.2021.9669864","title":"Spiking Neural Networks for Classification of Brain-Computer Interface and Image Data","display_name":"Spiking Neural Networks for Classification of Brain-Computer Interface and Image Data","publication_year":2021,"publication_date":"2021-12-09","ids":{"openalex":"https://openalex.org/W4205602192","doi":"https://doi.org/10.1109/bibm52615.2021.9669864"},"language":"en","primary_location":{"id":"doi:10.1109/bibm52615.2021.9669864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669864","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5058599091","display_name":"V\u00e1clav Honz\u00edk","orcid":null},"institutions":[{"id":"https://openalex.org/I92715842","display_name":"University of West Bohemia in Pilsen","ror":"https://ror.org/040t43x18","country_code":"CZ","type":"education","lineage":["https://openalex.org/I92715842"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Vaclav Honzik","raw_affiliation_strings":["Department of Computer Science and Engineering, University of West Bohemia, Plze\u0148, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of West Bohemia, Plze\u0148, Czech Republic","institution_ids":["https://openalex.org/I92715842"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082036415","display_name":"Roman Mou\u010dek","orcid":"https://orcid.org/0000-0002-4665-8946"},"institutions":[{"id":"https://openalex.org/I92715842","display_name":"University of West Bohemia in Pilsen","ror":"https://ror.org/040t43x18","country_code":"CZ","type":"education","lineage":["https://openalex.org/I92715842"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Roman Moucek","raw_affiliation_strings":["Department of Computer Science and Engineering, University of West Bohemia, Plze\u0148, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of West Bohemia, Plze\u0148, Czech Republic","institution_ids":["https://openalex.org/I92715842"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I92715842"],"apc_list":null,"apc_paid":null,"fwci":2.4408,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.9035142,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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":0.9997000098228455,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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":0.8252919912338257},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7896352410316467},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7744702696800232},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.7600067853927612},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.7502975463867188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5676147937774658},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5571134090423584},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5453680157661438},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45395344495773315},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42391490936279297},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38132578134536743},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.14842119812965393}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8252919912338257},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7896352410316467},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7744702696800232},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.7600067853927612},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.7502975463867188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5676147937774658},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5571134090423584},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5453680157661438},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45395344495773315},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42391490936279297},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38132578134536743},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.14842119812965393},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bibm52615.2021.9669864","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm52615.2021.9669864","pdf_url":null,"source":{"id":"https://openalex.org/S4363607735","display_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace5.zcu.cz:11025/54893","is_oa":false,"landing_page_url":"http://hdl.handle.net/11025/54893","pdf_url":null,"source":{"id":"https://openalex.org/S4306400586","display_name":"Digital Library (University of West Bohemia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I92715842","host_organization_name":"University of West Bohemia in Pilsen","host_organization_lineage":["https://openalex.org/I92715842"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"konferen\u010dn\u00ed p\u0159\u00edsp\u011bvek"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1645800954","https://openalex.org/W2112796928","https://openalex.org/W2138913040","https://openalex.org/W2183631084","https://openalex.org/W2233731247","https://openalex.org/W2513853720","https://openalex.org/W2598422223","https://openalex.org/W2750384547","https://openalex.org/W2798878556","https://openalex.org/W2898323475","https://openalex.org/W2964338223","https://openalex.org/W2984844508","https://openalex.org/W3000540909","https://openalex.org/W3002698229","https://openalex.org/W6686394896","https://openalex.org/W6743688258","https://openalex.org/W6772760388"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2889342546","https://openalex.org/W2015048155","https://openalex.org/W4319302618","https://openalex.org/W1495126611","https://openalex.org/W2379872548"],"abstract_inverted_index":{"Spiking":[0],"neural":[1,16,29,49],"networks":[2,17,50],"are":[3,81,86],"a":[4],"promising":[5],"concept":[6],"not":[7],"only":[8],"in":[9,20,51,58],"terms":[10,21],"of":[11,14,22,27,47,54],"better":[12],"simulation":[13],"biological":[15],"but":[18],"also":[19],"overcoming":[23],"the":[24,44,52,97,104],"current":[25],"disadvantages":[26],"artificial":[28],"networks,":[30],"such":[31],"as":[32],"high":[33],"energy":[34],"consumption":[35],"or":[36],"slow":[37],"response":[38],"time.":[39],"The":[40,90],"paper":[41],"focuses":[42],"on":[43],"potential":[45],"benefits":[46],"spiking":[48,67],"classification":[53],"event-related":[55,98],"components":[56],"processed":[57],"many":[59],"traditional":[60],"brain-computer":[61],"interface":[62,77],"experiments.":[63],"Experiments":[64],"with":[65],"various":[66],"network":[68],"architectures":[69],"and":[70,78,83,88,101],"optimization":[71],"approaches":[72],"over":[73],"specific":[74],"brain":[75],"computer":[76],"image":[79,105],"datasets":[80],"presented,":[82],"their":[84],"results":[85],"provided":[87],"discussed.":[89],"best":[91],"accuracy":[92],"achieved":[93],"was":[94],"64.86%":[95],"for":[96,103],"component":[99],"dataset":[100],"97.09%":[102],"dataset.":[106]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2022-01-26T00:00:00"}
