{"id":"https://openalex.org/W4387411199","doi":"https://doi.org/10.1109/esscirc59616.2023.10268684","title":"HDBinaryCore: A 28nm 2048-bit Hyper-Dimensional biosignal classifier achieving 25 nJ/prediction for EMG hand-gesture recognition","display_name":"HDBinaryCore: A 28nm 2048-bit Hyper-Dimensional biosignal classifier achieving 25 nJ/prediction for EMG hand-gesture recognition","publication_year":2023,"publication_date":"2023-09-11","ids":{"openalex":"https://openalex.org/W4387411199","doi":"https://doi.org/10.1109/esscirc59616.2023.10268684"},"language":"en","primary_location":{"id":"doi:10.1109/esscirc59616.2023.10268684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/esscirc59616.2023.10268684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESSCIRC 2023- IEEE 49th European Solid State Circuits Conference (ESSCIRC)","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/A5038937805","display_name":"Sohum Datta","orcid":"https://orcid.org/0000-0001-9546-6927"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sohum Datta","raw_affiliation_strings":["University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102947841","display_name":"Brian Richards","orcid":"https://orcid.org/0000-0001-9084-5282"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Richards","raw_affiliation_strings":["University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045252697","display_name":"Harrison Liew","orcid":"https://orcid.org/0000-0003-3600-3951"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harrison Liew","raw_affiliation_strings":["University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064472929","display_name":"Youbin Kim","orcid":"https://orcid.org/0000-0002-1674-2880"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Youbin Kim","raw_affiliation_strings":["University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101454982","display_name":"Daniel Sun","orcid":"https://orcid.org/0000-0002-1152-1472"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Sun","raw_affiliation_strings":["University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088933304","display_name":"Jan M. Rabaey","orcid":"https://orcid.org/0000-0001-6290-4855"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jan M. Rabaey","raw_affiliation_strings":["University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California at Berkeley,Department of Electrical Engineering and Computer Sciences,CA,USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038937805"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":0.5349,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65387983,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"229","last_page":"232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":1.0,"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"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7049496173858643},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7007229924201965},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5264837741851807},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4914165735244751},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.47619855403900146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4753046929836273},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.4671420753002167},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.41133761405944824},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.13929173350334167},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08575695753097534}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7049496173858643},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7007229924201965},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5264837741851807},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4914165735244751},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.47619855403900146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4753046929836273},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.4671420753002167},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.41133761405944824},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.13929173350334167},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08575695753097534},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/esscirc59616.2023.10268684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/esscirc59616.2023.10268684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ESSCIRC 2023- IEEE 49th European Solid State Circuits Conference (ESSCIRC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2613567208","https://openalex.org/W2895774650","https://openalex.org/W2943798647","https://openalex.org/W2967927776","https://openalex.org/W3016115117","https://openalex.org/W3019791076","https://openalex.org/W3105115497","https://openalex.org/W3117080414","https://openalex.org/W3135060602","https://openalex.org/W3150672623","https://openalex.org/W3184291169","https://openalex.org/W3190134129","https://openalex.org/W4289656070","https://openalex.org/W4293024064","https://openalex.org/W4293216350","https://openalex.org/W4308481194","https://openalex.org/W6793232670"],"related_works":["https://openalex.org/W3014521742","https://openalex.org/W2617868873","https://openalex.org/W3204141294","https://openalex.org/W4386230336","https://openalex.org/W4306968100","https://openalex.org/W2171986175","https://openalex.org/W2089791793","https://openalex.org/W2038858740","https://openalex.org/W1491218245","https://openalex.org/W2562383580"],"abstract_inverted_index":{"Hyper-Dimensional":[0],"Computing":[1],"(HDC),":[2],"a":[3,15,56,69],"nanoscalable":[4],"learning":[5],"paradigm":[6],"for":[7],"low-energy":[8],"predictions":[9],"and":[10,26,91,109],"lightweight":[11],"models,":[12],"has":[13],"seen":[14],"surge":[16],"in":[17,73],"interest":[18],"from":[19],"the":[20,46,64,74,88],"hardware":[21],"accelerator":[22],"community.":[23],"Its":[24],"statistical":[25],"distributed":[27],"data":[28],"representation":[29,38],"leads":[30,79],"to":[31,37,80,96],"highly-efficient":[32],"classifiers":[33],"with":[34],"inherent":[35],"robustness":[36,66],"errors.":[39],"A":[40],"digital,":[41],"28nm":[42],"CMOS":[43],"chip,":[44],"representing":[45],"first":[47],"programmable":[48],"HDC":[49],"biosignal":[50],"processor,":[51],"achieves":[52],"25.6":[53],"nJ/pred.":[54],"on":[55],"leading":[57],"EMG":[58,93],"gesture":[59,94],"recognition":[60],"dataset.":[61],"Measurements":[62],"confirm":[63],"high":[65],"of":[67,105,113],"HDC:":[68],"47%":[70],"bit":[71],"error-rate":[72],"datapath":[75],"by":[76],"VDD":[77],"overscaling":[78],"only":[81],"1.37%":[82],"accuracy":[83],"drop.":[84],"This":[85],"realization":[86],"is":[87,101],"most":[89],"efficient":[90],"robust":[92],"classifier":[95],"date":[97],"\u2013its":[98],"per-channel":[99],"efficiency":[100],"$":[102],"1312\\times$":[103],"that":[104,112],"Artificial":[106],"Neural":[107,115],"Networks":[108],"76":[110],"$\\mathrm{m}\\mathrm{i}\\mathrm{l}\\mathrm{l}\\mathrm{i}\\mathrm{o}\\mathrm{n}\\times$":[111],"Spiking":[114],"Networks.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
