{"id":"https://openalex.org/W4381746925","doi":"https://doi.org/10.1109/percomworkshops56833.2023.10150311","title":"Generating Tiny Deep Neural Networks for ECG Classification on Micro-Controllers","display_name":"Generating Tiny Deep Neural Networks for ECG Classification on Micro-Controllers","publication_year":2023,"publication_date":"2023-03-13","ids":{"openalex":"https://openalex.org/W4381746925","doi":"https://doi.org/10.1109/percomworkshops56833.2023.10150311"},"language":"en","primary_location":{"id":"doi:10.1109/percomworkshops56833.2023.10150311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops56833.2023.10150311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)","raw_type":"proceedings-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/A5007526157","display_name":"Shalini Mukhopadhyay","orcid":"https://orcid.org/0000-0002-9179-2001"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shalini Mukhopadhyay","raw_affiliation_strings":["TCS Research, Tata Consultancy Services,Kolkata,India","TCS Research, Tata Consultancy Services, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"TCS Research, Tata Consultancy Services,Kolkata,India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"TCS Research, Tata Consultancy Services, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025308099","display_name":"S. Dey","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Swarnava Dey","raw_affiliation_strings":["TCS Research, Tata Consultancy Services,Kolkata,India","TCS Research, Tata Consultancy Services, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"TCS Research, Tata Consultancy Services,Kolkata,India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"TCS Research, Tata Consultancy Services, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013973948","display_name":"Avik Ghose","orcid":"https://orcid.org/0000-0002-0733-7082"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Avik Ghose","raw_affiliation_strings":["TCS Research, Tata Consultancy Services,Kolkata,India","TCS Research, Tata Consultancy Services, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"TCS Research, Tata Consultancy Services,Kolkata,India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"TCS Research, Tata Consultancy Services, Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087993390","display_name":"Pragya Singh","orcid":"https://orcid.org/0000-0002-8114-2785"},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]},{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pragya Singh","raw_affiliation_strings":["IIIT Delhi,CSE,Delhi,India","CSE, IIIT Delhi, Delhi, India"],"affiliations":[{"raw_affiliation_string":"IIIT Delhi,CSE,Delhi,India","institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"]},{"raw_affiliation_string":"CSE, IIIT Delhi, Delhi, India","institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033329960","display_name":"Pallab Dasgupta","orcid":"https://orcid.org/0000-0002-2178-8154"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pallab Dasgupta","raw_affiliation_strings":["IIT Kharagpur,CSE,Kharagpur,India","CSE, IIT Kharagpur, Kharagpur, India"],"affiliations":[{"raw_affiliation_string":"IIT Kharagpur,CSE,Kharagpur,India","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"CSE, IIT Kharagpur, Kharagpur, India","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007526157"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":3.7953,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.94508359,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"392","last_page":"397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9977999925613403,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9505000114440918,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7251811027526855},{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.6486415266990662},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6179432272911072},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6030532121658325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5710958242416382},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5143469572067261},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48966482281684875},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.41693899035453796},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4150565266609192},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2470046877861023},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17574754357337952},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.10709619522094727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7251811027526855},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.6486415266990662},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6179432272911072},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6030532121658325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5710958242416382},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5143469572067261},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48966482281684875},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.41693899035453796},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4150565266609192},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2470046877861023},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17574754357337952},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.10709619522094727},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/percomworkshops56833.2023.10150311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops56833.2023.10150311","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)","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":22,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W1821462560","https://openalex.org/W2119144962","https://openalex.org/W2731010577","https://openalex.org/W2805227459","https://openalex.org/W2902644322","https://openalex.org/W2951104886","https://openalex.org/W2992641451","https://openalex.org/W3044604993","https://openalex.org/W3094136258","https://openalex.org/W3197925245","https://openalex.org/W3201661793","https://openalex.org/W3208606552","https://openalex.org/W4206781258","https://openalex.org/W4292828971","https://openalex.org/W4360982100","https://openalex.org/W6638523607","https://openalex.org/W6677580257","https://openalex.org/W6752515464","https://openalex.org/W6780827055","https://openalex.org/W6784581357","https://openalex.org/W6803223524"],"related_works":["https://openalex.org/W4316095964","https://openalex.org/W2383001583","https://openalex.org/W2771395446","https://openalex.org/W2131084560","https://openalex.org/W3112038843","https://openalex.org/W2088310429","https://openalex.org/W3094215878","https://openalex.org/W3209836052","https://openalex.org/W2161641032","https://openalex.org/W2496340490"],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"(AI)":[2],"enabledembedded":[3],"devices":[4,15],"are":[5,16],"becoming":[6],"increasingly":[7],"important":[8],"in":[9,37],"the":[10,44,62,85,113],"field":[11],"of":[12,46,87,94],"healthcarewhere":[13],"such":[14,33,48],"utilized":[17],"to":[18,50,59,74],"assist":[19],"physicians,":[20],"clinicians,":[21],"and":[22,28,41,123],"surgeonsin":[23],"their":[24],"diagnosis,":[25],"therapy":[26],"planning,":[27],"rehabilitation.":[29],"In":[30],"current":[31],"practice,designing":[32],"models":[34,49,80,119],"requires":[35,56],"experts":[36],"DNN":[38,101],"design,":[39],"healthcare,":[40],"embeddedsystems.":[42],"Additionally,":[43],"task":[45],"migrating":[47],"a":[51,100,130],"differentmicrocontroller":[52],"(MCU)":[53],"platform":[54],"typically":[55],"significant":[57],"effort":[58],"re-sizeand/or":[60],"re-train":[61],"model.":[63],"This":[64],"paper":[65],"shows":[66,111],"that":[67,112],"Neural":[68],"Architecture":[69],"Search(NAS)":[70],"can":[71],"be":[72],"used":[73],"generate":[75],"tiny":[76,118],"but":[77],"accurate":[78,117],"multi-objective":[79],"forclassifying":[81],"ECG":[82],"signals.":[83],"To":[84],"best":[86],"our":[88,90,109],"knowledge,":[89],"framework":[91],"is":[92,124],"thefirst":[93],"its":[95],"kind,":[96],"for":[97,102,129],"automatically":[98],"generating":[99],"screening":[103],"AtrialFibrillation":[104],"on":[105],"an":[106],"MCU.":[107],"Moreover,":[108],"research":[110],"proposed":[114],"NASfinds":[115],"more":[116],"than":[120],"human-designed":[121],"ones,":[122],"effective":[125],"inenabling":[126],"customized":[127],"solutions":[128],"resource-limited":[131],"target":[132],"platform.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}