{"id":"https://openalex.org/W4294690880","doi":"https://doi.org/10.1109/aicas54282.2022.9869982","title":"Real-time Biosignal Recording and Machine-Learning Analysis System","display_name":"Real-time Biosignal Recording and Machine-Learning Analysis System","publication_year":2022,"publication_date":"2022-06-13","ids":{"openalex":"https://openalex.org/W4294690880","doi":"https://doi.org/10.1109/aicas54282.2022.9869982"},"language":"en","primary_location":{"id":"doi:10.1109/aicas54282.2022.9869982","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aicas54282.2022.9869982","pdf_url":null,"source":{"id":"https://openalex.org/S4363608281","display_name":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 4th 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/A5046275184","display_name":"Hanrui Li","orcid":"https://orcid.org/0000-0001-6447-4211"},"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":"Hanrui Li","raw_affiliation_strings":["School of Engineering, Westlake University,Hangzhou,China","School of Engineering, Westlake University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Westlake University,Hangzhou,China","institution_ids":["https://openalex.org/I3133055985"]},{"raw_affiliation_string":"School of Engineering, Westlake University, Hangzhou, China","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"middle","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":false,"raw_author_name":"Junzhe Wang","raw_affiliation_strings":["School of Engineering, Westlake University,Hangzhou,China","School of Engineering, Westlake University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Westlake University,Hangzhou,China","institution_ids":["https://openalex.org/I3133055985"]},{"raw_affiliation_string":"School of Engineering, Westlake University, Hangzhou, China","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":["School of Engineering, Westlake University,Hangzhou,China","School of Engineering, Westlake University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Westlake University,Hangzhou,China","institution_ids":["https://openalex.org/I3133055985"]},{"raw_affiliation_string":"School of Engineering, Westlake University, Hangzhou, China","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009667181","display_name":"Fengshi Tian","orcid":"https://orcid.org/0000-0003-1304-5593"},"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":"Fengshi Tian","raw_affiliation_strings":["School of Engineering, Westlake University,Hangzhou,China","School of Engineering, Westlake University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Westlake University,Hangzhou,China","institution_ids":["https://openalex.org/I3133055985"]},{"raw_affiliation_string":"School of Engineering, Westlake University, Hangzhou, China","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":["School of Engineering, Westlake University,Hangzhou,China","School of Engineering, Westlake University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Westlake University,Hangzhou,China","institution_ids":["https://openalex.org/I3133055985"]},{"raw_affiliation_string":"School of Engineering, Westlake University, Hangzhou, China","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":["School of Engineering, Westlake University,Hangzhou,China","School of Engineering, Westlake University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Westlake University,Hangzhou,China","institution_ids":["https://openalex.org/I3133055985"]},{"raw_affiliation_string":"School of Engineering, Westlake University, Hangzhou, China","institution_ids":["https://openalex.org/I3133055985"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5046275184"],"corresponding_institution_ids":["https://openalex.org/I3133055985"],"apc_list":null,"apc_paid":null,"fwci":1.8091,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86678404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"427","last_page":"430"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9987000226974487,"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":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/biosignal","display_name":"Biosignal","score":0.9150389432907104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8197662830352783},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5649896264076233},{"id":"https://openalex.org/keywords/ethernet","display_name":"Ethernet","score":0.49190855026245117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4757097363471985},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.46352535486221313},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43692517280578613},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.4206653833389282},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.39074575901031494},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3876376152038574},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32358628511428833},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.27273958921432495},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.1961495280265808}],"concepts":[{"id":"https://openalex.org/C2779055241","wikidata":"https://www.wikidata.org/wiki/Q644240","display_name":"Biosignal","level":3,"score":0.9150389432907104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8197662830352783},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5649896264076233},{"id":"https://openalex.org/C172173386","wikidata":"https://www.wikidata.org/wiki/Q79984","display_name":"Ethernet","level":2,"score":0.49190855026245117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4757097363471985},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.46352535486221313},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43692517280578613},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.4206653833389282},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39074575901031494},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3876376152038574},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32358628511428833},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.27273958921432495},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.1961495280265808},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aicas54282.2022.9869982","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aicas54282.2022.9869982","pdf_url":null,"source":{"id":"https://openalex.org/S4363608281","display_name":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2095409369","https://openalex.org/W2162800060","https://openalex.org/W2169931829","https://openalex.org/W2586123043","https://openalex.org/W2618478179","https://openalex.org/W2810407708","https://openalex.org/W2914948686","https://openalex.org/W2965520043","https://openalex.org/W2965776164","https://openalex.org/W3081570202","https://openalex.org/W3090267384","https://openalex.org/W6782879365"],"related_works":["https://openalex.org/W2373066471","https://openalex.org/W2384296318","https://openalex.org/W2372628761","https://openalex.org/W2078299067","https://openalex.org/W2368577056","https://openalex.org/W2348081813","https://openalex.org/W2391006504","https://openalex.org/W2940725811","https://openalex.org/W2285621976","https://openalex.org/W2371372853"],"abstract_inverted_index":{"Biosignal":[0],"recording":[1,56],"and":[2,18,33,62,65,74,142,169,182,185],"processing":[3],"systems":[4],"(BRPSs)":[5],"are":[6],"in":[7,42,92,97,108],"high":[8],"demand":[9],"for":[10,58,68,120,192],"numerous":[11],"applications":[12],"such":[13,30],"as":[14,31],"brain-machine":[15],"interfaces,":[16],"healthcare,":[17],"other":[19],"clinical":[20],"applications.":[21,194],"However,":[22],"conventional":[23],"BRPS":[24,50,178],"can":[25,189],"only":[26],"perform":[27,37,103],"simple":[28],"operations,":[29],"filtering":[32],"denoising,":[34],"but":[35],"cannot":[36],"robust":[38],"machine":[39,69,105],"learning-based":[40],"analyses":[41],"real":[43],"time.":[44],"This":[45],"paper":[46],"proposes":[47],"an":[48,180],"intelligent":[49],"that":[51,155],"consists":[52],"of":[53,85],"a":[54,98,128,137,147],"signal":[55],"front-end":[57],"biosignal":[59],"acquisition,":[60],"control":[61],"visualization":[63],"hub,":[64],"FPGA":[66,94],"board":[67],"learning":[70,106],"acceleration.":[71],"High-speed":[72],"Ethernet":[73],"PCIe":[75],"interfaces":[76],"were":[77],"used":[78],"to":[79,102,110,161],"increase":[80],"the":[81,86,89,93],"data":[82],"transmission":[83],"rate":[84],"system.":[87],"Moreover,":[88],"integrated":[90],"accelerator":[91],"is":[95,118,179],"designed":[96],"single-instruction-multiple-data":[99],"(SIMD)":[100],"mode":[101],"complex":[104],"operations":[107],"parallel":[109],"speed":[111],"up":[112],"data-processing":[113],"tasks.":[114],"The":[115,176],"proposed":[116,177],"system":[117,157],"validated":[119],"various":[121],"applications,":[122],"including":[123],"EEG-based":[124],"seizure":[125],"prediction":[126],"with":[127,136,146],"convolutional":[129],"neural":[130,139,149],"network":[131,140,150],"(CNN),":[132],"EMG-based":[133],"gesture":[134],"recognition":[135],"spiking":[138],"(SNN),":[141],"ECG-based":[143],"arrhythmia":[144],"detection":[145],"binary":[148],"(BNN).":[151],"Experimental":[152],"results":[153],"reveal":[154],"this":[156],"takes":[158],"13":[159],"ms":[160],"process":[162],"one-second":[163],"electrophysiological":[164],"signals":[165],"at":[166],"512":[167],"Hz":[168],"32":[170],"channels,":[171],"thus":[172],"achieving":[173],"real-time":[174],"performance.":[175],"open-source":[181],"expandable":[183],"system,":[184],"different":[186],"machine-learning":[187],"approaches":[188],"be":[190],"configured":[191],"diverse":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
