{"id":"https://openalex.org/W7154917712","doi":"https://doi.org/10.1016/j.bspc.2026.110294","title":"Electrocardiogram classification method based on nonlinear spiking neural convolutional and echo-like recurrent models","display_name":"Electrocardiogram classification method based on nonlinear spiking neural convolutional and echo-like recurrent models","publication_year":2026,"publication_date":"2026-04-19","ids":{"openalex":"https://openalex.org/W7154917712","doi":"https://doi.org/10.1016/j.bspc.2026.110294"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110294","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110294","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"type":"article","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/A5133993838","display_name":"Junxian Xiao","orcid":"https://orcid.org/0009-0004-6280-081X"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junxian Xiao","raw_affiliation_strings":["School of Computer and Software Engineering, Xihua University, Chengdu, 610039, China"],"raw_orcid":"https://orcid.org/0009-0004-6280-081X","affiliations":[{"raw_affiliation_string":"School of Computer and Software Engineering, Xihua University, Chengdu, 610039, China","institution_ids":["https://openalex.org/I102345215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133996460","display_name":"Jianbin Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbin Yan","raw_affiliation_strings":["School of Computer and Software Engineering, Xihua University, Chengdu, 610039, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Software Engineering, Xihua University, Chengdu, 610039, China","institution_ids":["https://openalex.org/I102345215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133975458","display_name":"Bing Li","orcid":null},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Li","raw_affiliation_strings":["School of Computer and Software Engineering, Xihua University, Chengdu, 610039, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Software Engineering, Xihua University, Chengdu, 610039, China","institution_ids":["https://openalex.org/I102345215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100664889","display_name":"Hong Peng","orcid":"https://orcid.org/0000-0002-4736-0164"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Peng","raw_affiliation_strings":["School of Computer and Software Engineering, Xihua University, Chengdu, 610039, China"],"raw_orcid":"https://orcid.org/0000-0002-4736-0164","affiliations":[{"raw_affiliation_string":"School of Computer and Software Engineering, Xihua University, Chengdu, 610039, China","institution_ids":["https://openalex.org/I102345215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100664889"],"corresponding_institution_ids":["https://openalex.org/I102345215"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84710804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"121","issue":null,"first_page":"110294","last_page":"110294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.8795999884605408,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.8795999884605408,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.02250000089406967,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.010900000110268593,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5662000179290771},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5568000078201294},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4977000057697296},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.24879999458789825},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.23919999599456787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7763000130653381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6345000267028809},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5662000179290771},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5568000078201294},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4977000057697296},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3149999976158142},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.24879999458789825},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.23919999599456787},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.22100000083446503},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2198999971151352}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.110294","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110294","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2001263627","https://openalex.org/W2064675550","https://openalex.org/W2079613171","https://openalex.org/W2112796928","https://openalex.org/W2118706537","https://openalex.org/W2525984666","https://openalex.org/W2618512726","https://openalex.org/W2953193031","https://openalex.org/W2972810968","https://openalex.org/W2996272389","https://openalex.org/W2996959172","https://openalex.org/W2999309192","https://openalex.org/W3015692457","https://openalex.org/W3027572331","https://openalex.org/W3084949122","https://openalex.org/W3113178943","https://openalex.org/W3172243723","https://openalex.org/W4205381470","https://openalex.org/W4220913683","https://openalex.org/W4285038805","https://openalex.org/W4289260438","https://openalex.org/W4296041395","https://openalex.org/W4310635485","https://openalex.org/W4317496162","https://openalex.org/W4360770820","https://openalex.org/W4386799746","https://openalex.org/W4387885638","https://openalex.org/W4388635433","https://openalex.org/W4388666088","https://openalex.org/W4389076501","https://openalex.org/W4391820287","https://openalex.org/W4394977149","https://openalex.org/W4396661401","https://openalex.org/W4400316440","https://openalex.org/W4400400372","https://openalex.org/W4401351841","https://openalex.org/W4402199471","https://openalex.org/W4402705501","https://openalex.org/W4403015880","https://openalex.org/W4405863365","https://openalex.org/W4407944072","https://openalex.org/W4408346219","https://openalex.org/W4408801787","https://openalex.org/W4410389507"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2026-04-20T00:00:00"}