{"id":"https://openalex.org/W3008359683","doi":"https://doi.org/10.1109/tbcas.2020.2974154","title":"A Review of Algorithm &amp; Hardware Design for AI-Based Biomedical Applications","display_name":"A Review of Algorithm &amp; Hardware Design for AI-Based Biomedical Applications","publication_year":2020,"publication_date":"2020-02-18","ids":{"openalex":"https://openalex.org/W3008359683","doi":"https://doi.org/10.1109/tbcas.2020.2974154","mag":"3008359683","pmid":"https://pubmed.ncbi.nlm.nih.gov/32078560"},"language":"en","primary_location":{"id":"doi:10.1109/tbcas.2020.2974154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbcas.2020.2974154","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/A5101478527","display_name":"Ying Wei","orcid":"https://orcid.org/0000-0001-8217-4765"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Wei","raw_affiliation_strings":["Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-8217-4765","affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101440489","display_name":"Jun Zhou","orcid":"https://orcid.org/0000-0003-2098-9621"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhou","raw_affiliation_strings":["University of Electronic Science and Technology, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-2098-9621","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100654259","display_name":"Yin Wang","orcid":"https://orcid.org/0000-0002-8671-9571"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yin Wang","raw_affiliation_strings":["University of Electronic Science and Technology, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-8671-9571","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077394621","display_name":"Yinggang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinggang Liu","raw_affiliation_strings":["Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714477","display_name":"Qingsong Liu","orcid":"https://orcid.org/0000-0002-6689-6407"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingsong Liu","raw_affiliation_strings":["University of Electronic Science and Technology, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013393219","display_name":"Jiansheng Luo","orcid":"https://orcid.org/0000-0003-4047-2312"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiansheng Luo","raw_affiliation_strings":["University of Electronic Science and Technology, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-4047-2312","affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100407036","display_name":"Chao Wang","orcid":"https://orcid.org/0000-0002-7460-7628"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wang","raw_affiliation_strings":["Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083744126","display_name":"Fengbo Ren","orcid":"https://orcid.org/0000-0002-6509-8753"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fengbo Ren","raw_affiliation_strings":["Arizona State University, Phoenix, USA"],"raw_orcid":"https://orcid.org/0000-0002-6509-8753","affiliations":[{"raw_affiliation_string":"Arizona State University, Phoenix, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063803138","display_name":"Li Huang","orcid":"https://orcid.org/0000-0002-1586-0033"},"institutions":[{"id":"https://openalex.org/I196972281","display_name":"Imec the Netherlands","ror":"https://ror.org/01ezq2j76","country_code":"NL","type":"facility","lineage":["https://openalex.org/I196972281"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Li Huang","raw_affiliation_strings":["Imec Netherlands, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imec Netherlands, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I196972281"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.3685,"has_fulltext":false,"cited_by_count":128,"citation_normalized_percentile":{"value":0.98161622,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"14","issue":"2","first_page":"145","last_page":"163"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9994999766349792,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9991000294685364,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7864658832550049},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6017158031463623},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5533801317214966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5265786051750183},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5097491145133972},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.49045392870903015},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.48226624727249146},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4565249979496002},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4493713974952698},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4479573965072632},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"Probabilistic neural network","score":0.43992099165916443},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4370582103729248},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.3416352868080139},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.324368953704834},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.264758437871933},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.1684049367904663}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7864658832550049},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6017158031463623},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5533801317214966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5265786051750183},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5097491145133972},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.49045392870903015},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.48226624727249146},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4565249979496002},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4493713974952698},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4479573965072632},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.43992099165916443},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4370582103729248},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.3416352868080139},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.324368953704834},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.264758437871933},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.1684049367904663},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001698","descriptor_name":"Biomedical Engineering","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001698","descriptor_name":"Biomedical Engineering","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001698","descriptor_name":"Biomedical Engineering","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004568","descriptor_name":"Electrodiagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004568","descriptor_name":"Electrodiagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004568","descriptor_name":"Electrodiagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbcas.2020.2974154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbcas.2020.2974154","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:32078560","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32078560","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1536341522","display_name":null,"funder_award_id":"2019YFB1311302","funder_id":"https://openalex.org/F4320336026","funder_display_name":"National Key Research and Development Program of China Stem Cell and Translational Research"},{"id":"https://openalex.org/G2243186057","display_name":null,"funder_award_id":"61671277","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3969634032","display_name":null,"funder_award_id":"2019YFB2204500","funder_id":"https://openalex.org/F4320336026","funder_display_name":"National Key Research and Development Program of China Stem Cell and Translational Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320336026","display_name":"National Key Research and Development Program of China Stem Cell and Translational Research","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":109,"referenced_works":["https://openalex.org/W1656898673","https://openalex.org/W1829924905","https://openalex.org/W1900884525","https://openalex.org/W1941755770","https://openalex.org/W1947251450","https://openalex.org/W1970727126","https://openalex.org/W1981173169","https://openalex.org/W1983903026","https://openalex.org/W1989031186","https://openalex.org/W1992879732","https://openalex.org/W2000364692","https://openalex.org/W2004158418","https://openalex.org/W2004204487","https://openalex.org/W2007880895","https://openalex.org/W2009977195","https://openalex.org/W2013247247","https://openalex.org/W2013897391","https://openalex.org/W2034069945","https://openalex.org/W2040990639","https://openalex.org/W2041935121","https://openalex.org/W2050209058","https://openalex.org/W2072661333","https://openalex.org/W2077746856","https://openalex.org/W2078528584","https://openalex.org/W2080241943","https://openalex.org/W2080722785","https://openalex.org/W2080966422","https://openalex.org/W2093265755","https://openalex.org/W2107998827","https://openalex.org/W2108691203","https://openalex.org/W2111130080","https://openalex.org/W2125654608","https://openalex.org/W2129566274","https://openalex.org/W2130912910","https://openalex.org/W2134643078","https://openalex.org/W2138211002","https://openalex.org/W2139564752","https://openalex.org/W2148848626","https://openalex.org/W2160986881","https://openalex.org/W2165611870","https://openalex.org/W2168379380","https://openalex.org/W2170034570","https://openalex.org/W2170883741","https://openalex.org/W2172332050","https://openalex.org/W2180884865","https://openalex.org/W2186843572","https://openalex.org/W2249570950","https://openalex.org/W2291961022","https://openalex.org/W2304609584","https://openalex.org/W2314128640","https://openalex.org/W2345067732","https://openalex.org/W2364134690","https://openalex.org/W2398042854","https://openalex.org/W2517616541","https://openalex.org/W2527553515","https://openalex.org/W2534845137","https://openalex.org/W2548360838","https://openalex.org/W2584258643","https://openalex.org/W2588196524","https://openalex.org/W2599685671","https://openalex.org/W2605056515","https://openalex.org/W2620656322","https://openalex.org/W2635471793","https://openalex.org/W2678916739","https://openalex.org/W2702116941","https://openalex.org/W2718052359","https://openalex.org/W2735755429","https://openalex.org/W2745699887","https://openalex.org/W2748902594","https://openalex.org/W2751545355","https://openalex.org/W2754074043","https://openalex.org/W2757876702","https://openalex.org/W2767673798","https://openalex.org/W2781935146","https://openalex.org/W2791764186","https://openalex.org/W2792923869","https://openalex.org/W2794680152","https://openalex.org/W2795340004","https://openalex.org/W2796441011","https://openalex.org/W2802348097","https://openalex.org/W2810418809","https://openalex.org/W2888424632","https://openalex.org/W2891809426","https://openalex.org/W2896461609","https://openalex.org/W2898910301","https://openalex.org/W2900359145","https://openalex.org/W2905155020","https://openalex.org/W2910176920","https://openalex.org/W2910913210","https://openalex.org/W2914588126","https://openalex.org/W2940195834","https://openalex.org/W2940940727","https://openalex.org/W2942977740","https://openalex.org/W2943093429","https://openalex.org/W2943419210","https://openalex.org/W2945997721","https://openalex.org/W2955596007","https://openalex.org/W2962866211","https://openalex.org/W2964346239","https://openalex.org/W2966005112","https://openalex.org/W2966038323","https://openalex.org/W2987046939","https://openalex.org/W2992380016","https://openalex.org/W4229557724","https://openalex.org/W4289121759","https://openalex.org/W6652668687","https://openalex.org/W6729486585","https://openalex.org/W6756284502","https://openalex.org/W6766571770"],"related_works":["https://openalex.org/W2109916967","https://openalex.org/W1595652908","https://openalex.org/W2375446027","https://openalex.org/W2007798284","https://openalex.org/W2890297197","https://openalex.org/W2067837718","https://openalex.org/W2101697354","https://openalex.org/W2089093251","https://openalex.org/W38478948","https://openalex.org/W1538193578"],"abstract_inverted_index":{"This":[0],"paper":[1],"reviews":[2],"the":[3,6,11,87,96,156],"state":[4],"of":[5,10,86,98,104,155],"arts":[7],"and":[8,16,20,30,36,80,84,93,109,124,136,144,150],"trends":[9,103,154],"AI-Based":[12,105,118,157],"biomedical":[13,24,44,106,119,158],"processing":[14,107],"algorithms":[15,19,47,89,108],"hardware.":[17],"The":[18,82,101,152],"hardware":[21,115],"for":[22],"different":[23],"applications":[25,110],"such":[26],"as":[27],"ECG,":[28],"EEG":[29,130],"hearing":[31,137],"aid":[32,138],"have":[33,48,90,121,147,160],"been":[34,49,91,122,148,162],"reviewed":[35,123],"discussed.":[37,113,163],"For":[38,114],"algorithm":[39],"design,":[40,116],"various":[41,117],"widely":[42],"used":[43],"signal":[45],"classification":[46,88,128,131,134],"discussed":[50],"including":[51,126],"support":[52],"vector":[53],"machine":[54],"(SVM),":[55],"back":[56],"propagation":[57],"neural":[58,62,66,70,78],"network":[59,79],"(BPNN),":[60],"convolutional":[61],"networks":[63,67,71],"(CNN),":[64],"probabilistic":[65],"(PNN),":[68],"recurrent":[69],"(RNN),":[72],"Short-term":[73],"Memory":[74],"Network":[75],"(LSTM),":[76],"fuzzy":[77],"etc.":[81],"pros":[83],"cons":[85],"analyzed":[92,149],"compared":[94],"in":[95],"context":[97],"application":[99],"scenarios.":[100],"research":[102,153],"are":[111],"also":[112,161],"processors":[120],"discussed,":[125],"ECG":[127],"processor,":[129,132],"EMG":[133],"processor":[135,159],"processor.":[139],"Various":[140],"techniques":[141],"on":[142],"architecture":[143],"circuit":[145],"level":[146],"compared.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":27},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2020-03-06T00:00:00"}
