{"id":"https://openalex.org/W3090700122","doi":"https://doi.org/10.1109/iscas45731.2020.9180703","title":"ASIC Implementation of a Pre-Trained Neural Network for ECG Feature Extraction","display_name":"ASIC Implementation of a Pre-Trained Neural Network for ECG Feature Extraction","publication_year":2020,"publication_date":"2020-09-29","ids":{"openalex":"https://openalex.org/W3090700122","doi":"https://doi.org/10.1109/iscas45731.2020.9180703","mag":"3090700122"},"language":"en","primary_location":{"id":"doi:10.1109/iscas45731.2020.9180703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9180703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5109474572","display_name":"Huruy Tekle Tefai","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Huruy Tekle Tefai","raw_affiliation_strings":["System on Chip Center, Khalifa University","System on Chip Center, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"System on Chip Center, Khalifa University","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"System on Chip Center, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078108496","display_name":"Hani Saleh","orcid":"https://orcid.org/0000-0002-7185-0278"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hani Saleh","raw_affiliation_strings":["System on Chip Center, Khalifa University","System on Chip Center, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"System on Chip Center, Khalifa University","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"System on Chip Center, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083075839","display_name":"Temesghen Tekeste","orcid":"https://orcid.org/0000-0001-9155-7143"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Temesghen Tekeste","raw_affiliation_strings":["System on Chip Center, Khalifa University","System on Chip Center, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"System on Chip Center, Khalifa University","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"System on Chip Center, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020682177","display_name":"Mahmoud Al\u2010Qutayri","orcid":"https://orcid.org/0000-0002-9600-8036"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mahmoud Alqutayri","raw_affiliation_strings":["System on Chip Center, Khalifa University","System on Chip Center, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"System on Chip Center, Khalifa University","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"System on Chip Center, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013814572","display_name":"Baker Mohammad","orcid":"https://orcid.org/0000-0002-6063-473X"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Baker Mohammad","raw_affiliation_strings":["System on Chip Center, Khalifa University","System on Chip Center, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"System on Chip Center, Khalifa University","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"System on Chip Center, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I176601375"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"pp","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9997000098228455,"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":0.9997000098228455,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9926999807357788,"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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9801999926567078,"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/application-specific-integrated-circuit","display_name":"Application-specific integrated circuit","score":0.7712533473968506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.705217719078064},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.7045060992240906},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6222575902938843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5336687564849854},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45818036794662476},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42143067717552185},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3585241436958313},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.273175448179245}],"concepts":[{"id":"https://openalex.org/C77390884","wikidata":"https://www.wikidata.org/wiki/Q217302","display_name":"Application-specific integrated circuit","level":2,"score":0.7712533473968506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.705217719078064},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.7045060992240906},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6222575902938843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5336687564849854},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45818036794662476},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42143067717552185},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3585241436958313},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.273175448179245},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas45731.2020.9180703","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9180703","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1559916945","https://openalex.org/W2010209092","https://openalex.org/W2134797427","https://openalex.org/W2136293280","https://openalex.org/W2162273778","https://openalex.org/W2162800060","https://openalex.org/W2592378725","https://openalex.org/W2611644942","https://openalex.org/W2766837055","https://openalex.org/W2792954102","https://openalex.org/W2795302640","https://openalex.org/W2891342985","https://openalex.org/W2910319223","https://openalex.org/W2963759574","https://openalex.org/W6679909955","https://openalex.org/W6681017033","https://openalex.org/W6734250591","https://openalex.org/W6736870165","https://openalex.org/W6754645555","https://openalex.org/W6758177547"],"related_works":["https://openalex.org/W2165367082","https://openalex.org/W1972641423","https://openalex.org/W611446063","https://openalex.org/W1996322406","https://openalex.org/W4206938017","https://openalex.org/W1967064512","https://openalex.org/W2388299947","https://openalex.org/W2382673458","https://openalex.org/W2361380273","https://openalex.org/W782612275"],"abstract_inverted_index":{"The":[0,151],"electrocardiogram":[1],"signal":[2],"(ECG),":[3],"a":[4,41,101],"record":[5,32],"of":[6,9,52,61,67,71,86,169,174,182],"electrical":[7],"activity":[8],"the":[10,49,68,128,142,158,167,170,179,183],"cardiac":[11],"muscle,":[12],"has":[13],"been":[14],"used":[15,30,165],"in":[16,107,162,166,178],"diagnosing":[17],"many":[18],"cardiopathies.":[19,63],"Wearable":[20],"devices":[21,91],"equipped":[22],"with":[23,111],"readout":[24],"sensors":[25],"and":[26,33,74,94,109,125,147,153],"circuits":[27],"can":[28],"be":[29],"to":[31,77],"process":[34],"weak":[35],"ECG":[36,54,87],"signals.":[37],"In":[38],"this":[39],"paper,":[40],"pre-trained":[42],"neural":[43,81,119],"network":[44,82,120,144,161],"was":[45,92,104,123,138,176],"implemented":[46],"for":[47,59,89,145],"detecting":[48],"QRS":[50],"feature":[51,84],"an":[53],"signal,":[55],"which":[56],"is":[57],"crucial":[58],"auto-diagnostic":[60],"various":[62],"To":[64],"take":[65],"advantage":[66],"fast":[69],"evolution":[70],"artificial":[72],"intelligence":[73],"its":[75],"ability":[76],"find":[78],"non-linear":[79],"relationships,":[80],"based":[83],"extraction":[85],"signals":[88],"wearable":[90],"explored":[93],"tested":[95],"using":[96,127,141],"ASIC":[97],"implementation":[98,181],"flow.":[99],"Firstly,":[100],"high-level":[102,135,159],"simulation":[103],"carried":[105,139],"out":[106,140],"MATLAB":[108,163],"verified":[110],"test":[112],"data":[113,129],"obtained":[114,130,156],"from":[115,131,157],"PhysioNET":[116,132],"database.":[117,133],"Recurrent":[118],"(RNN)":[121],"MLP":[122],"created":[124],"trained":[126,160],"A":[134],"performance":[136],"evaluation":[137],"same":[143],"P":[146],"T":[148],"wave":[149],"extraction.":[150],"weight":[152],"bias":[154],"matrices":[155],"were":[164],"design":[168],"hardware.":[171],"An":[172],"accuracy":[173],"96.55%":[175],"achieved":[177],"hardware":[180],"network.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}