{"id":"https://openalex.org/W4400409068","doi":"https://doi.org/10.1109/tvlsi.2024.3413584","title":"A Low-Power Co-Processor to Predict Ventricular Arrhythmia for Wearable Healthcare Devices","display_name":"A Low-Power Co-Processor to Predict Ventricular Arrhythmia for Wearable Healthcare Devices","publication_year":2024,"publication_date":"2024-07-08","ids":{"openalex":"https://openalex.org/W4400409068","doi":"https://doi.org/10.1109/tvlsi.2024.3413584"},"language":"en","primary_location":{"id":"doi:10.1109/tvlsi.2024.3413584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvlsi.2024.3413584","pdf_url":null,"source":{"id":"https://openalex.org/S37538908","display_name":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems","issn_l":"1063-8210","issn":["1063-8210","1557-9999"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/10195/86052","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021650029","display_name":"Meenali Janveja","orcid":"https://orcid.org/0000-0002-6366-9348"},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Meenali Janveja","raw_affiliation_strings":["Department of Electronics and Electrical Engineering, Indian Institute of Technology at Guwahati, Guwahati, Assam, India"],"raw_orcid":"https://orcid.org/0000-0002-6366-9348","affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Engineering, Indian Institute of Technology at Guwahati, Guwahati, Assam, India","institution_ids":["https://openalex.org/I1317621060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032257324","display_name":"Rushik Parmar","orcid":"https://orcid.org/0000-0001-9534-6191"},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rushik Parmar","raw_affiliation_strings":["Department of Electronics and Electrical Engineering, Indian Institute of Technology at Guwahati, Guwahati, Assam, India"],"raw_orcid":"https://orcid.org/0000-0001-9534-6191","affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Engineering, Indian Institute of Technology at Guwahati, Guwahati, Assam, India","institution_ids":["https://openalex.org/I1317621060"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Srichandan Dash","orcid":null},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srichandan Dash","raw_affiliation_strings":["Department of Electronics and Electrical Engineering, Indian Institute of Technology at Guwahati, Guwahati, Assam, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Engineering, Indian Institute of Technology at Guwahati, Guwahati, Assam, India","institution_ids":["https://openalex.org/I1317621060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010107397","display_name":"Jan Pidani\u010d","orcid":"https://orcid.org/0000-0003-1948-3818"},"institutions":[{"id":"https://openalex.org/I140744787","display_name":"University of Pardubice","ror":"https://ror.org/01chzd453","country_code":"CZ","type":"education","lineage":["https://openalex.org/I140744787"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Pidanic","raw_affiliation_strings":["Department of Electrical Engineering, University of Pardubice, Pardubice, Czech Republic"],"raw_orcid":"https://orcid.org/0000-0003-1948-3818","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Pardubice, Pardubice, Czech Republic","institution_ids":["https://openalex.org/I140744787"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084072609","display_name":"Gaurav Trivedi","orcid":"https://orcid.org/0000-0003-2189-3656"},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gaurav Trivedi","raw_affiliation_strings":["Department of Electronics and Electrical Engineering, Indian Institute of Technology at Guwahati, Guwahati, Assam, India"],"raw_orcid":"https://orcid.org/0000-0003-2189-3656","affiliations":[{"raw_affiliation_string":"Department of Electronics and Electrical Engineering, Indian Institute of Technology at Guwahati, Guwahati, Assam, India","institution_ids":["https://openalex.org/I1317621060"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021650029"],"corresponding_institution_ids":["https://openalex.org/I1317621060"],"apc_list":null,"apc_paid":null,"fwci":0.3826,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64155149,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"32","issue":"9","first_page":"1672","last_page":"1683"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9983000159263611,"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":0.9983000159263611,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9883999824523926,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9812999963760376,"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/wearable-computer","display_name":"Wearable computer","score":0.7444343566894531},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.6112992763519287},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.43709924817085266},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4334094822406769},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4159581661224365},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.36523646116256714},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.32187122106552124},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23924395442008972},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.0892578661441803},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08329951763153076}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7444343566894531},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.6112992763519287},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.43709924817085266},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4334094822406769},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4159581661224365},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.36523646116256714},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.32187122106552124},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23924395442008972},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0892578661441803},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08329951763153076},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/tvlsi.2024.3413584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvlsi.2024.3413584","pdf_url":null,"source":{"id":"https://openalex.org/S37538908","display_name":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems","issn_l":"1063-8210","issn":["1063-8210","1557-9999"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Very Large Scale Integration (VLSI) Systems","raw_type":"journal-article"},{"id":"pmh:oai:dk.upce.cz:10195/86052","is_oa":true,"landing_page_url":"https://hdl.handle.net/10195/86052","pdf_url":null,"source":{"id":"https://openalex.org/S4306402294","display_name":"Digit\u00e1ln\u00ed knihovna Univerzity Pardubice (Univerzity Pardubice)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I140744787","host_organization_name":"University of Pardubice","host_organization_lineage":["https://openalex.org/I140744787"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:dk.upce.cz:10195/86052","is_oa":true,"landing_page_url":"https://hdl.handle.net/10195/86052","pdf_url":null,"source":{"id":"https://openalex.org/S4306402294","display_name":"Digit\u00e1ln\u00ed knihovna Univerzity Pardubice (Univerzity Pardubice)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I140744787","host_organization_name":"University of Pardubice","host_organization_lineage":["https://openalex.org/I140744787"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2803784220","display_name":null,"funder_award_id":"LTAIN19100","funder_id":"https://openalex.org/F4320311687","funder_display_name":"Ministry of Education"}],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1505317516","https://openalex.org/W1523096143","https://openalex.org/W1544301108","https://openalex.org/W2058428124","https://openalex.org/W2095409369","https://openalex.org/W2111013824","https://openalex.org/W2187089797","https://openalex.org/W2336039551","https://openalex.org/W2524744787","https://openalex.org/W2589049692","https://openalex.org/W2729603194","https://openalex.org/W2751545355","https://openalex.org/W2798927217","https://openalex.org/W2892639869","https://openalex.org/W2896806491","https://openalex.org/W2990491261","https://openalex.org/W3025833090","https://openalex.org/W3176472851","https://openalex.org/W4207026815","https://openalex.org/W4225792940","https://openalex.org/W4251881819","https://openalex.org/W4285161189","https://openalex.org/W4288391576","https://openalex.org/W4289656184","https://openalex.org/W4296438001","https://openalex.org/W4312424112","https://openalex.org/W4317496146","https://openalex.org/W4319994050","https://openalex.org/W4320406025","https://openalex.org/W4321428130","https://openalex.org/W4389978589","https://openalex.org/W6694404479"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459"],"abstract_inverted_index":{"Ventricular":[0],"arrhythmia":[1,11,30,79,110],"(VA)":[2],"is":[3,81],"the":[4,19,33,120,168],"most":[5],"critical":[6],"cardiac":[7],"anomaly":[8],"among":[9],"all":[10],"beats.":[12,31],"Thus,":[13],"it":[14,181],"becomes":[15],"imperative":[16],"to":[17,23,43],"predict":[18,44,88],"occurrence":[20,103],"of":[21,167],"VA":[22,45,89],"avoid":[24],"sudden":[25],"casualties":[26],"caused":[27],"by":[28],"these":[29,61],"In":[32],"past,":[34],"only":[35],"a":[36,72,128],"few":[37],"hardware":[38],"designs":[39,62],"have":[40],"been":[41],"proposed":[42,82,169],"using":[46,56,127,151],"various":[47],"features":[48],"derived":[49],"from":[50,119],"electrocardiogram":[51],"(ECG)":[52],"signals":[53],"and":[54,123,138,171],"processed":[55],"machine":[57],"learning":[58],"classifiers.":[59],"However,":[60],"are":[63],"either":[64],"complex":[65],"or":[66],"need":[67],"more":[68],"prediction":[69,80,111],"accuracy.":[70,106],"Therefore,":[71],"deep":[73],"neural":[74],"network":[75],"(DNN)-based":[76],"co-processor":[77],"for":[78,109,183],"in":[83],"this":[84],"article.":[85],"It":[86],"can":[87],"at":[90,135],"least":[91],"<inline-formula":[92,140,153],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[93,141,154],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[94,142,155],"<tex-math":[95,143,156],"notation=\"LaTeX\">$15":[96],"\\":[97],"\\min":[98],"$":[99],"</tex-math></inline-formula>":[100,148,159],"before":[101],"its":[102,172],"with":[104,176],"91.6%":[105],"Co-processor":[107],"architecture":[108],"(CoAP)":[112],"uses":[113],"an":[114,124],"optimal":[115],"feature":[116],"vector":[117],"extracted":[118],"ECG":[121],"signal":[122],"optimized":[125],"DNN,":[126],"novel":[129],"approximate":[130],"multiplier":[131],"(AM).":[132],"CoAP":[133],"operates":[134],"12.5":[136],"kHz":[137],"consumes":[139],"notation=\"LaTeX\">$4.69~\\mu":[144],"\\text":[145],"{":[146],"W}$":[147],"when":[149],"implemented":[150],"SCL":[152],"notation=\"LaTeX\">$180\\text":[157],"{-nm}$":[158],"bulk":[160],"CMOS":[161],"technology.":[162],"The":[163],"low":[164],"power":[165],"realization":[166],"design":[170],"higher":[173],"accuracy,":[174],"compared":[175],"well-known":[177],"state-of-the-art":[178],"methods,":[179],"make":[180],"suitable":[182],"wearable":[184],"devices.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
