{"id":"https://openalex.org/W4383501612","doi":"https://doi.org/10.1109/aicas57966.2023.10168631","title":"Live Demonstration: Real-time Analyses of Biosignals based on a Dedicated CMOS Configurable Deep Learning Engine","display_name":"Live Demonstration: Real-time Analyses of Biosignals based on a Dedicated CMOS Configurable Deep Learning Engine","publication_year":2023,"publication_date":"2023-06-11","ids":{"openalex":"https://openalex.org/W4383501612","doi":"https://doi.org/10.1109/aicas57966.2023.10168631"},"language":"en","primary_location":{"id":"doi:10.1109/aicas57966.2023.10168631","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aicas57966.2023.10168631","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","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/A5067591583","display_name":"Junzhe Wang","orcid":"https://orcid.org/0000-0003-1512-9926"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junzhe Wang","raw_affiliation_strings":["Westlake University,Center of Excellence in Biomedical Research on Advanced Integrated-on-Chips Neurotechnologies School of Engineering,Hangzhou,China,310030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westlake University,Center of Excellence in Biomedical Research on Advanced Integrated-on-Chips Neurotechnologies School of Engineering,Hangzhou,China,310030","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077848645","display_name":"Shiqi Zhao","orcid":"https://orcid.org/0000-0002-7208-7075"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqi Zhao","raw_affiliation_strings":["Westlake University,Center of Excellence in Biomedical Research on Advanced Integrated-on-Chips Neurotechnologies School of Engineering,Hangzhou,China,310030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westlake University,Center of Excellence in Biomedical Research on Advanced Integrated-on-Chips Neurotechnologies School of Engineering,Hangzhou,China,310030","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056261351","display_name":"Chaoming Fang","orcid":"https://orcid.org/0000-0001-8830-1294"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoming Fang","raw_affiliation_strings":["Westlake University,Center of Excellence in Biomedical Research on Advanced Integrated-on-Chips Neurotechnologies School of Engineering,Hangzhou,China,310030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westlake University,Center of Excellence in Biomedical Research on Advanced Integrated-on-Chips Neurotechnologies School of Engineering,Hangzhou,China,310030","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007036605","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0002-4148-0042"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["Westlake University,Center of Excellence in Biomedical Research on Advanced Integrated-on-Chips Neurotechnologies School of Engineering,Hangzhou,China,310030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westlake University,Center of Excellence in Biomedical Research on Advanced Integrated-on-Chips Neurotechnologies School of Engineering,Hangzhou,China,310030","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082509767","display_name":"Mohamad Sawan","orcid":"https://orcid.org/0000-0002-4137-7272"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mohamad Sawan","raw_affiliation_strings":["Westlake University,Center of Excellence in Biomedical Research on Advanced Integrated-on-Chips Neurotechnologies School of Engineering,Hangzhou,China,310030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westlake University,Center of Excellence in Biomedical Research on Advanced Integrated-on-Chips Neurotechnologies School of Engineering,Hangzhou,China,310030","institution_ids":["https://openalex.org/I3133055985"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067591583"],"corresponding_institution_ids":["https://openalex.org/I3133055985"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08916331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9959999918937683,"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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9958999752998352,"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/biosignal","display_name":"Biosignal","score":0.9565052390098572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7828830480575562},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6324499845504761},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5383864641189575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4789374768733978},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.4456866979598999},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.4323248267173767},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4178121089935303},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.41428685188293457},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3503771126270294},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3321475088596344},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3297613263130188},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.12751400470733643},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07824668288230896}],"concepts":[{"id":"https://openalex.org/C2779055241","wikidata":"https://www.wikidata.org/wiki/Q644240","display_name":"Biosignal","level":3,"score":0.9565052390098572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7828830480575562},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6324499845504761},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5383864641189575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4789374768733978},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.4456866979598999},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.4323248267173767},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4178121089935303},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.41428685188293457},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3503771126270294},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3321475088596344},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3297613263130188},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.12751400470733643},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07824668288230896},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/aicas57966.2023.10168631","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aicas57966.2023.10168631","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.polymtl.ca:74180","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/74180/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W3178586369","https://openalex.org/W4294690880","https://openalex.org/W4309242581"],"related_works":["https://openalex.org/W4214581441","https://openalex.org/W2053762217","https://openalex.org/W2494432015","https://openalex.org/W2114479223","https://openalex.org/W2134572333","https://openalex.org/W2150501849","https://openalex.org/W1968240874","https://openalex.org/W2080835026","https://openalex.org/W2159099865","https://openalex.org/W2998256594"],"abstract_inverted_index":{"Biosignals":[0],"generated":[1],"by":[2],"human":[3],"bodies":[4],"contain":[5],"valuable":[6],"information":[7],"about":[8],"a":[9,51],"person\u2019s":[10],"physical":[11],"or":[12],"psychological":[13],"states.":[14],"In":[15,80],"recent":[16],"years,":[17],"machine-learning":[18,58],"algorithms":[19],"have":[20,47],"significantly":[21],"increased":[22],"the":[23,87],"accuracy":[24],"and":[25,36,44,49,70,77,95,102],"usefulness":[26],"of":[27,60,63,98],"biosignal":[28,91],"analysis":[29],"in":[30,93],"areas":[31],"such":[32],"as":[33],"disease":[34],"diagnoses":[35],"treatments.":[37],"To":[38],"make":[39],"these":[40],"analyses":[41],"more":[42],"portable":[43],"accessible,":[45],"we":[46,83],"designed":[48],"fabricated":[50],"dedicated":[52],"processor":[53],"named":[54],"CODE,":[55],"which":[56],"supports":[57],"processing":[59],"various":[61],"types":[62],"biosignals,":[64],"including":[65],"electroencephalography":[66],"(EEG),":[67],"electromyography":[68],"(EMG),":[69],"electrocardiography":[71],"(ECG),":[72],"with":[73],"high":[74],"power":[75,100],"efficiency":[76],"low":[78],"latency.":[79],"this":[81],"demonstration,":[82],"will":[84],"show":[85,96],"how":[86],"CODE":[88],"chip":[89],"processes":[90],"data":[92],"real-time":[94],"measurements":[97],"its":[99],"consumption":[101],"efficiency.":[103]},"counts_by_year":[],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2025-10-10T00:00:00"}