{"id":"https://openalex.org/W2130337012","doi":"https://doi.org/10.1109/ecctd.2011.6043304","title":"On the design of a class of CNN's for ECG classification","display_name":"On the design of a class of CNN's for ECG classification","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2130337012","doi":"https://doi.org/10.1109/ecctd.2011.6043304","mag":"2130337012"},"language":"en","primary_location":{"id":"doi:10.1109/ecctd.2011.6043304","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecctd.2011.6043304","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 20th European Conference on Circuit Theory and Design (ECCTD)","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/A5016193387","display_name":"Ion Vornicu","orcid":"https://orcid.org/0000-0001-6865-5116"},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ion Vornicu","raw_affiliation_strings":["Gheorghe Asachi Technical University of Iasi, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gheorghe Asachi Technical University of Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091862828","display_name":"Liviu Gora\u015f","orcid":"https://orcid.org/0000-0002-0861-9081"},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]},{"id":"https://openalex.org/I58077936","display_name":"Romanian Academy","ror":"https://ror.org/0561n6946","country_code":"RO","type":"archive","lineage":["https://openalex.org/I58077936"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Liviu Goras","raw_affiliation_strings":["Gheorghe Asachi Technical University of Iasi, Romania","Institute of Computer Science, Romanian Academy, Iasi, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gheorghe Asachi Technical University of Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]},{"raw_affiliation_string":"Institute of Computer Science, Romanian Academy, Iasi, Romania","institution_ids":["https://openalex.org/I58077936"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.22549609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"46","issue":null,"first_page":"150","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9995999932289124,"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":0.9995999932289124,"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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.979200005531311,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9782999753952026,"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":0.7353445887565613},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6190199851989746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6093059778213501},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.5952596068382263},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5889232754707336},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.5821473002433777},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.547241747379303},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5222036242485046},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5213881134986877},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4866269528865814},{"id":"https://openalex.org/keywords/filter-bank","display_name":"Filter bank","score":0.4565110504627228},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4380272626876831},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4255763292312622},{"id":"https://openalex.org/keywords/spatial-filter","display_name":"Spatial filter","score":0.41193193197250366},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.33575189113616943},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2583670914173126},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15129214525222778},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12507560849189758},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.09496277570724487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7353445887565613},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6190199851989746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6093059778213501},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.5952596068382263},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5889232754707336},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.5821473002433777},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.547241747379303},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5222036242485046},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5213881134986877},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4866269528865814},{"id":"https://openalex.org/C100515483","wikidata":"https://www.wikidata.org/wiki/Q3268235","display_name":"Filter bank","level":3,"score":0.4565110504627228},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4380272626876831},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4255763292312622},{"id":"https://openalex.org/C121475858","wikidata":"https://www.wikidata.org/wiki/Q2735911","display_name":"Spatial filter","level":2,"score":0.41193193197250366},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.33575189113616943},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2583670914173126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15129214525222778},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12507560849189758},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.09496277570724487},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecctd.2011.6043304","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecctd.2011.6043304","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 20th European Conference on Circuit Theory and Design (ECCTD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2104614052","https://openalex.org/W2107475048","https://openalex.org/W2140324603","https://openalex.org/W2162693370","https://openalex.org/W2301225183","https://openalex.org/W2545469126","https://openalex.org/W6698281273"],"related_works":["https://openalex.org/W1981002473","https://openalex.org/W2357657342","https://openalex.org/W2153432761","https://openalex.org/W2152623100","https://openalex.org/W2142042635","https://openalex.org/W4214878056","https://openalex.org/W1580144672","https://openalex.org/W1988127757","https://openalex.org/W1577723570","https://openalex.org/W3217252117"],"abstract_inverted_index":{"The":[0,22,95],"paper":[1],"discusses":[2],"the":[3,7,32,64,68,71,77,82,91,98,105,124],"possibility":[4],"of":[5,9,12,27,31,46,49,57,63,70,79,81,97,107,110],"using":[6,53],"dynamics":[8],"a":[10,36,47,54,108],"class":[11],"Cellular":[13],"Neural":[14],"Networks":[15],"(CNN's)":[16],"for":[17,113],"electrocardiogram":[18],"(ECG)":[19],"signals":[20],"classification.":[21],"main":[23],"idea":[24],"is":[25,41,67,101,116],"that":[26],"segmentation":[28],"and":[29,104,121],"transformation":[30],"temporal":[33],"signal":[34],"into":[35],"1D":[37],"spatial":[38,51,73,111],"one":[39],"which":[40,85],"further":[42],"processed":[43],"by":[44],"means":[45],"bank":[48,109],"linear":[50],"filters":[52,72,112],"parallel":[55],"architecture":[56,100,125],"CNN":[58],"type.":[59],"A":[60],"major":[61],"advantage":[62],"proposed":[65,99],"solution":[66],"independence":[69],"frequency":[74],"characteristics":[75],"on":[76],"number":[78],"samples":[80],"ECG":[83,114],"pattern,":[84],"allows":[86],"dealing":[87],"very":[88],"easily":[89],"with":[90],"heart":[92],"rate":[93],"variability.":[94],"principle":[96],"briefly":[102],"discussed":[103],"design":[106],"classification":[115],"presented.":[117],"Transistor":[118],"level":[119],"simulation":[120],"considerations":[122],"regarding":[123],"reconfiguration":[126],"are":[127],"given":[128],"as":[129],"well.":[130]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}