{"id":"https://openalex.org/W4385267554","doi":"https://doi.org/10.1109/tbcas.2023.3299084","title":"AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection","display_name":"AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection","publication_year":2023,"publication_date":"2023-07-26","ids":{"openalex":"https://openalex.org/W4385267554","doi":"https://doi.org/10.1109/tbcas.2023.3299084","pmid":"https://pubmed.ncbi.nlm.nih.gov/37494158"},"language":"en","primary_location":{"id":"doi:10.1109/tbcas.2023.3299084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbcas.2023.3299084","pdf_url":null,"source":{"id":"https://openalex.org/S80299757","display_name":"IEEE Transactions on Biomedical Circuits and Systems","issn_l":"1932-4545","issn":["1932-4545","1940-9990"],"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 Biomedical Circuits and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100408303","display_name":"Chao Chen","orcid":"https://orcid.org/0000-0001-6654-8341"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["BE","CN"],"is_corresponding":true,"raw_author_name":"Chao Chen","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China","Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel (VUB), Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel (VUB), Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078788396","display_name":"Bruno da Silva","orcid":"https://orcid.org/0000-0002-4877-9688"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bruno da Silva","raw_affiliation_strings":["Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel (VUB), Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel (VUB), Brussels, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036100381","display_name":"Chenxi Yang","orcid":"https://orcid.org/0000-0003-0180-4126"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxi Yang","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072516056","display_name":"Caiyun Ma","orcid":"https://orcid.org/0000-0001-5429-8760"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caiyun Ma","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641150","display_name":"Jianqing Li","orcid":"https://orcid.org/0000-0002-3524-8933"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqing Li","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100321186","display_name":"Chengyu Liu","orcid":"https://orcid.org/0000-0003-1965-3020"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengyu Liu","raw_affiliation_strings":["School of Instrument Science and Engineering, Southeast University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Instrument Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100408303"],"corresponding_institution_ids":["https://openalex.org/I13469542","https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":5.4512,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.96765827,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"17","issue":"6","first_page":"1371","last_page":"1386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9988999962806702,"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":0.9988999962806702,"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/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.9739000201225281,"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/T10065","display_name":"Atrial Fibrillation Management and Outcomes","score":0.9692000150680542,"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/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.882075309753418},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.736178994178772},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.6341962814331055},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.5920312404632568},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5318654775619507},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.48761406540870667},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.48690879344940186},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4298456013202667},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3754519522190094},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3346191644668579},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3214614689350128},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.29683876037597656}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.882075309753418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.736178994178772},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.6341962814331055},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.5920312404632568},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5318654775619507},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.48761406540870667},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.48690879344940186},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4298456013202667},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3754519522190094},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3346191644668579},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3214614689350128},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.29683876037597656},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001281","descriptor_name":"Atrial Fibrillation","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tbcas.2023.3299084","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbcas.2023.3299084","pdf_url":null,"source":{"id":"https://openalex.org/S80299757","display_name":"IEEE Transactions on Biomedical Circuits and Systems","issn_l":"1932-4545","issn":["1932-4545","1940-9990"],"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 Biomedical Circuits and Systems","raw_type":"journal-article"},{"id":"pmid:37494158","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37494158","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on biomedical circuits and systems","raw_type":null},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:168773","is_oa":false,"landing_page_url":"https://biblio.vub.ac.be/vubir/automlp-a-framework-for-the-acceleration-of-multilayer-perceptron-models-on-fpgas-for-realtime-atrial-fibrillation-disease-detection(e1e2dc6c-5c95-4658-96f6-e8d9e9b9391b).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:193669","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1341642837","display_name":null,"funder_award_id":"2242022R40026","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2932593197","display_name":null,"funder_award_id":"62071241","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3204962467","display_name":null,"funder_award_id":"62171123","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3998164611","display_name":null,"funder_award_id":"BK20210208","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G43373971","display_name":null,"funder_award_id":"BE2022160","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G4700083447","display_name":null,"funder_award_id":"62211530112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5274998600","display_name":null,"funder_award_id":"202106090175","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G620407471","display_name":null,"funder_award_id":"62201144","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W1628266928","https://openalex.org/W1862394037","https://openalex.org/W1979276457","https://openalex.org/W2025985576","https://openalex.org/W2038194220","https://openalex.org/W2068229127","https://openalex.org/W2074820813","https://openalex.org/W2094756095","https://openalex.org/W2095409369","https://openalex.org/W2114775432","https://openalex.org/W2121394112","https://openalex.org/W2138565468","https://openalex.org/W2140005438","https://openalex.org/W2146858735","https://openalex.org/W2153846939","https://openalex.org/W2164956985","https://openalex.org/W2272300165","https://openalex.org/W2517108456","https://openalex.org/W2522548197","https://openalex.org/W2533802684","https://openalex.org/W2538756378","https://openalex.org/W2553200437","https://openalex.org/W2562241672","https://openalex.org/W2732291649","https://openalex.org/W2765235648","https://openalex.org/W2768570983","https://openalex.org/W2798084934","https://openalex.org/W2799435447","https://openalex.org/W2800585605","https://openalex.org/W2801019927","https://openalex.org/W2885623676","https://openalex.org/W2886386175","https://openalex.org/W2886594665","https://openalex.org/W2888456553","https://openalex.org/W2896983500","https://openalex.org/W2902385594","https://openalex.org/W2919604826","https://openalex.org/W2939653360","https://openalex.org/W2951632519","https://openalex.org/W2964024268","https://openalex.org/W2964293370","https://openalex.org/W3008250732","https://openalex.org/W3008359683","https://openalex.org/W3029466495","https://openalex.org/W3042417102","https://openalex.org/W3046342815","https://openalex.org/W3050945359","https://openalex.org/W3080733690","https://openalex.org/W3084352865","https://openalex.org/W3099690799","https://openalex.org/W3099916295","https://openalex.org/W3100222862","https://openalex.org/W3101493857","https://openalex.org/W3104128335","https://openalex.org/W3107065464","https://openalex.org/W3113968199","https://openalex.org/W3131617710","https://openalex.org/W3132892759","https://openalex.org/W3163252910","https://openalex.org/W3163645474","https://openalex.org/W3177018288","https://openalex.org/W3195384110","https://openalex.org/W3207038235","https://openalex.org/W4200226779","https://openalex.org/W4200244084","https://openalex.org/W4205987779","https://openalex.org/W4213109058","https://openalex.org/W4221129238","https://openalex.org/W4226100027","https://openalex.org/W4285025111","https://openalex.org/W4291824828","https://openalex.org/W4293030253","https://openalex.org/W4311601594","https://openalex.org/W4312669283","https://openalex.org/W4316022315","https://openalex.org/W4317496146","https://openalex.org/W4327852053","https://openalex.org/W4375929454","https://openalex.org/W4378421997","https://openalex.org/W6685961532","https://openalex.org/W6693859313"],"related_works":["https://openalex.org/W4233402219","https://openalex.org/W1963779048","https://openalex.org/W2532502681","https://openalex.org/W2076543106","https://openalex.org/W1968235461","https://openalex.org/W2518118925","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2085842814"],"abstract_inverted_index":{"Cardiovascular":[0],"diseases":[1],"are":[2,101],"a":[3,14,67,136],"leading":[4],"cause":[5],"of":[6,164],"death":[7],"globally,":[8],"and":[9,92,112,124,141,158,169],"atrial":[10,109],"fibrillation":[11,110],"(AF)":[12],"is":[13],"common":[15],"arrhythmia":[16],"that":[17,130],"affects":[18],"many":[19],"people.":[20],"Detecting":[21],"AF":[22,42,76,105,165],"in":[23,77,166],"real-time":[24,53,78],"using":[25,79,103],"hardware":[26,61,72,132,174],"acceleration":[27],"can":[28,134],"prompt":[29],"timely":[30],"medical":[31],"intervention.":[32],"Multi-layer":[33],"perceptron":[34],"(MLP)":[35],"has":[36],"demonstrated":[37],"the":[38,59,131,155,161],"ability":[39],"to":[40,58,74,94],"detect":[41,75],"accurately.":[43],"However,":[44],"implementing":[45],"MLP":[46,80,87,133],"on":[47,81],"Field-Programmable":[48],"Gate":[49],"Array":[50],"(FPGA)":[51],"for":[52,70,160],"detection":[54,163],"poses":[55],"challenges":[56],"due":[57],"complex":[60],"design":[62],"requirements.":[63],"This":[64],"study":[65],"presents":[66],"novel":[68],"framework":[69,84],"generating":[71],"accelerators":[73],"FPGA.":[82],"The":[83,98,126],"automates":[85],"evaluating":[86],"model":[88],"topology,":[89],"data":[90],"type,":[91],"bit-widths":[93],"generate":[95],"parallel":[96],"acceleration.":[97],"generated":[99],"solutions":[100],"evaluated":[102],"two":[104],"datasets,":[106],"PhysioNet":[107],"MIT-BIH":[108],"(AFDB)":[111],"China":[113],"Physiological":[114],"Signal":[115],"Challenge":[116],"2018":[117],"(CPSC2018),":[118],"regarding":[119],"execution":[120],"time,":[121],"resource":[122],"utilization,":[123],"accuracy.":[125],"evaluation":[127],"results":[128,153],"demonstrate":[129],"achieve":[135],"speedup":[137],"higher":[138],"than":[139,147],"1500\u00d7":[140],"around":[142],"25000\u00d7":[143],"lower":[144],"energy":[145],"consumption":[146],"an":[148,167],"embedded":[149],"CPU.":[150],"These":[151],"satisfactory":[152],"prove":[154],"framework's":[156],"suitability":[157],"convenience":[159],"online":[162],"accelerated":[168],"automatic":[170],"way":[171],"through":[172],"FPGA":[173],"implementation.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
