{"id":"https://openalex.org/W4286571837","doi":"https://doi.org/10.1109/vlsitechnologyandcir46769.2022.9830335","title":"e-G2C: A 0.14-to-8.31 \u00b5J/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM","display_name":"e-G2C: A 0.14-to-8.31 \u00b5J/Inference NN-based Processor with Continuous On-chip Adaptation for Anomaly Detection and ECG Conversion from EGM","publication_year":2022,"publication_date":"2022-06-12","ids":{"openalex":"https://openalex.org/W4286571837","doi":"https://doi.org/10.1109/vlsitechnologyandcir46769.2022.9830335"},"language":"en","primary_location":{"id":"doi:10.1109/vlsitechnologyandcir46769.2022.9830335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsitechnologyandcir46769.2022.9830335","pdf_url":null,"source":{"id":"https://openalex.org/S4363605407","display_name":"2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","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 Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2209.04407","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107593559","display_name":"Yang Zhao","orcid":"https://orcid.org/0000-0001-8023-1551"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yang Zhao","raw_affiliation_strings":["Rice University,Houston,Texas,USA","Rice University, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Rice University,Houston,Texas,USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101912939","display_name":"Yongan Zhang","orcid":"https://orcid.org/0000-0001-7919-049X"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongan Zhang","raw_affiliation_strings":["Rice University,Houston,Texas,USA","Rice University, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Rice University,Houston,Texas,USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061572132","display_name":"Yonggan Fu","orcid":"https://orcid.org/0000-0002-7483-2921"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yonggan Fu","raw_affiliation_strings":["Rice University,Houston,Texas,USA","Rice University, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Rice University,Houston,Texas,USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073898122","display_name":"Xu Ouyang","orcid":null},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xu Ouyang","raw_affiliation_strings":["Rice University,Houston,Texas,USA","Rice University, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Rice University,Houston,Texas,USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052743446","display_name":"Cheng Wan","orcid":"https://orcid.org/0000-0002-2295-3481"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheng Wan","raw_affiliation_strings":["Rice University,Houston,Texas,USA","Rice University, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Rice University,Houston,Texas,USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076738815","display_name":"Shang Wu","orcid":"https://orcid.org/0000-0001-6467-7166"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shang Wu","raw_affiliation_strings":["Rice University,Houston,Texas,USA","Rice University, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Rice University,Houston,Texas,USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059380090","display_name":"Anton Banta","orcid":"https://orcid.org/0000-0002-4284-4047"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anton Banta","raw_affiliation_strings":["Rice University,Houston,Texas,USA","Rice University, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Rice University,Houston,Texas,USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008460423","display_name":"Mathews John","orcid":"https://orcid.org/0000-0003-0415-3568"},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mathews M. John","raw_affiliation_strings":["Texas Heart Institute,Houston,Texas,USA","Texas Heart Institute, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Texas Heart Institute,Houston,Texas,USA","institution_ids":["https://openalex.org/I1295876152"]},{"raw_affiliation_string":"Texas Heart Institute, Houston, Texas, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024794875","display_name":"Allison Post","orcid":"https://orcid.org/0000-0001-5933-4708"},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allison Post","raw_affiliation_strings":["Texas Heart Institute,Houston,Texas,USA","Texas Heart Institute, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Texas Heart Institute,Houston,Texas,USA","institution_ids":["https://openalex.org/I1295876152"]},{"raw_affiliation_string":"Texas Heart Institute, Houston, Texas, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022389057","display_name":"Mehdi Razavi","orcid":"https://orcid.org/0000-0001-7176-5586"},"institutions":[{"id":"https://openalex.org/I1295876152","display_name":"Houston Methodist","ror":"https://ror.org/027zt9171","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295876152"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehdi Razavi","raw_affiliation_strings":["Texas Heart Institute,Houston,Texas,USA","Texas Heart Institute, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Texas Heart Institute,Houston,Texas,USA","institution_ids":["https://openalex.org/I1295876152"]},{"raw_affiliation_string":"Texas Heart Institute, Houston, Texas, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085983829","display_name":"Joseph R. Cavallaro","orcid":"https://orcid.org/0000-0002-9841-1806"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Cavallaro","raw_affiliation_strings":["Rice University,Houston,Texas,USA","Rice University, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Rice University,Houston,Texas,USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061405587","display_name":"Behnaam Aazhang","orcid":"https://orcid.org/0000-0001-9536-7734"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Behnaam Aazhang","raw_affiliation_strings":["Rice University,Houston,Texas,USA","Rice University, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Rice University,Houston,Texas,USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019582323","display_name":"Yingyan Lin","orcid":"https://orcid.org/0000-0001-5946-203X"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingyan Lin","raw_affiliation_strings":["Rice University,Houston,Texas,USA","Rice University, Houston, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Rice University,Houston,Texas,USA","institution_ids":["https://openalex.org/I74775410"]},{"raw_affiliation_string":"Rice University, Houston, Texas, USA","institution_ids":["https://openalex.org/I74775410"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5107593559"],"corresponding_institution_ids":["https://openalex.org/I74775410"],"apc_list":null,"apc_paid":null,"fwci":1.1854,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7347973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"252","last_page":"253"},"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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/computer-science","display_name":"Computer science","score":0.6652597784996033},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6605668067932129},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5482929944992065},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.4999525547027588},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.47685515880584717},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4719725549221039},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3130621910095215},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0796712338924408},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06744271516799927},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.05510804057121277}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6652597784996033},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6605668067932129},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5482929944992065},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.4999525547027588},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.47685515880584717},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4719725549221039},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3130621910095215},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0796712338924408},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06744271516799927},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.05510804057121277},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/vlsitechnologyandcir46769.2022.9830335","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsitechnologyandcir46769.2022.9830335","pdf_url":null,"source":{"id":"https://openalex.org/S4363605407","display_name":"2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","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 Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2209.04407","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2209.04407","pdf_url":"https://arxiv.org/pdf/2209.04407","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2209.04407","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2209.04407","pdf_url":"https://arxiv.org/pdf/2209.04407","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2896520547","https://openalex.org/W2899212146","https://openalex.org/W2963696043","https://openalex.org/W2990491261","https://openalex.org/W3135060602"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"the":[3,47],"first":[4],"silicon-validated":[5],"dedicated":[6],"EGM-to-ECG":[7],"(G2C)":[8],"processor,":[9],"dubbed":[10],"e-G2C,":[11],"featuring":[12],"continuous":[13,83],"lightweight":[14],"anomaly":[15,37],"detection,":[16],"event-driven":[17],"coarse/precise":[18,40],"conversion,":[19],"and":[20,31,39,49,74,100],"on-chip":[21,77],"adaptation.":[22],"e-G2C":[23],"utilizes":[24],"neural":[25],"network":[26],"(NN)":[27],"based":[28],"G2C":[29],"conversion":[30,41],"integrates":[32],"1)":[33],"an":[34,52,76],"architecture":[35],"supporting":[36],"detection":[38,78],"via":[42],"time":[43],"multiplexing":[44],"to":[45],"balance":[46],"effectiveness":[48],"power,":[50],"2)":[51],"algorithm-hardware":[53],"co-designed":[54],"vector-wise":[55],"sparsity":[56],"resulting":[57],"in":[58],"a":[59],"1.6-1.7\u00d7":[60],"speedup,":[61],"3)":[62],"hybrid":[63],"dataflows":[64],"for":[65,70,82],"enhancing":[66],"near":[67],"100%":[68],"utilization":[69],"normal/depth-wise(DW)/point-wise(PW)":[71],"convolutions":[72],"(Convs),":[73],"4)":[75],"threshold":[79],"adaptation":[80],"engine":[81],"effectiveness.":[84],"The":[85],"achieved":[86],"0.14-8.31":[87],"\u00b5J/inference":[88],"energy":[89],"efficiency":[90],"outperforms":[91],"prior":[92],"arts":[93],"under":[94],"similar":[95],"complexity,":[96],"promising":[97],"real-time":[98],"detection/conversion":[99],"possibly":[101],"life-critical":[102],"interventions.":[103]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2022-07-22T00:00:00"}
