{"id":"https://openalex.org/W7134966971","doi":"https://doi.org/10.1109/asp-dac66049.2026.11420577","title":"SABCIM: Self-Adaptive Biasing Scheme for Accurate and Efficient Analog Compute-in-Memory","display_name":"SABCIM: Self-Adaptive Biasing Scheme for Accurate and Efficient Analog Compute-in-Memory","publication_year":2026,"publication_date":"2026-01-19","ids":{"openalex":"https://openalex.org/W7134966971","doi":"https://doi.org/10.1109/asp-dac66049.2026.11420577"},"language":null,"primary_location":{"id":"doi:10.1109/asp-dac66049.2026.11420577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asp-dac66049.2026.11420577","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 31st Asia and South Pacific Design Automation Conference (ASP-DAC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5114554157","display_name":"Yashvardhan Biyani","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Yashvardhan Biyani","raw_affiliation_strings":["Delft University of Technology,Computer Engineering Lab,Delft,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,Computer Engineering Lab,Delft,The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056263300","display_name":"Abhairaj Singh","orcid":"https://orcid.org/0000-0002-2729-7057"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Abhairaj Singh","raw_affiliation_strings":["Delft University of Technology,Computer Engineering Lab,Delft,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,Computer Engineering Lab,Delft,The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128695311","display_name":"Rajendra Bishnoi","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rajendra Bishnoi","raw_affiliation_strings":["Delft University of Technology,Computer Engineering Lab,Delft,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,Computer Engineering Lab,Delft,The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128774709","display_name":"Said Hamdioui","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Said Hamdioui","raw_affiliation_strings":["Delft University of Technology,Computer Engineering Lab,Delft,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,Computer Engineering Lab,Delft,The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"837","last_page":"843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.5782999992370605,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.5782999992370605,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.050200000405311584,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.0478999987244606,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/scheme","display_name":"Scheme (mathematics)","score":0.44519999623298645},{"id":"https://openalex.org/keywords/biasing","display_name":"Biasing","score":0.36250001192092896},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.35929998755455017},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.3528999984264374},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.28769999742507935}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5260000228881836},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.44519999623298645},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3878999948501587},{"id":"https://openalex.org/C20254490","wikidata":"https://www.wikidata.org/wiki/Q719550","display_name":"Biasing","level":3,"score":0.36250001192092896},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.35929998755455017},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.3528999984264374},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.325300008058548},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.28769999742507935},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2797999978065491},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2766999900341034},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.25209999084472656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asp-dac66049.2026.11420577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asp-dac66049.2026.11420577","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 31st Asia and South Pacific Design Automation Conference (ASP-DAC)","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":26,"referenced_works":["https://openalex.org/W2155589054","https://openalex.org/W2164819109","https://openalex.org/W2518281301","https://openalex.org/W2805362231","https://openalex.org/W2920242713","https://openalex.org/W2991418313","https://openalex.org/W2998623572","https://openalex.org/W3013080934","https://openalex.org/W3015982917","https://openalex.org/W3045178281","https://openalex.org/W3094459794","https://openalex.org/W3133253223","https://openalex.org/W3134195144","https://openalex.org/W3134439218","https://openalex.org/W3158216680","https://openalex.org/W3211203038","https://openalex.org/W4210530509","https://openalex.org/W4221118949","https://openalex.org/W4223904523","https://openalex.org/W4383501653","https://openalex.org/W4387250224","https://openalex.org/W4391547599","https://openalex.org/W4400811399","https://openalex.org/W4409285484","https://openalex.org/W4410552896","https://openalex.org/W4411337149"],"related_works":[],"abstract_inverted_index":{"Analog":[0],"Compute-in-Memory":[1],"(CIM),":[2],"leveraging":[3,87],"non-volatile":[4],"memristive":[5],"devices":[6],"to":[7,18,102,134,141],"perform":[8],"in-place":[9],"computations":[10],"in":[11,36],"the":[12,30,33,50,103],"analog":[13,75,99],"domain,":[14],"holds":[15],"great":[16],"potential":[17],"efficiently":[19],"accelerate":[20],"vector-matrix":[21],"multiplications":[22],"(VMM)":[23],"and":[24,45,82,91],"realize":[25],"AI":[26],"(Artificial":[27],"Intelligence)":[28],"at":[29],"edge.":[31],"However,":[32],"data":[34,92],"converters":[35],"such":[37],"architectures":[38],"often":[39],"trade-off":[40],"accuracy":[41],"for":[42,64],"high":[43,79],"energy":[44,80,138],"area":[46,84],"overheads,":[47],"practically":[48],"limiting":[49],"benefits":[51],"of":[52,74],"CIM.":[53],"In":[54],"this":[55],"work,":[56],"we":[57],"present":[58],"SABCIM,":[59],"an":[60],"array-periphery":[61],"co-design":[62],"approach":[63],"CIM":[65],"that":[66,129],"enables":[67],"accurate":[68],"computation":[69],"as":[70,72],"well":[71],"digitization":[73],"VMM":[76],"outputs":[77],"with":[78],"efficiency":[81,139],"competitive":[83],"overhead.":[85],"By":[86],"complementary":[88],"input":[89],"activations":[90],"storage,":[93],"each":[94],"crossbar":[95],"column":[96],"generates":[97],"differential":[98],"output":[100],"corresponding":[101],"vector-vector":[104],"multiplication":[105],"(VVM)":[106],"result,":[107],"while":[108,144],"inherently":[109],"addressing":[110],"underlying":[111],"non-idealities.":[112],"This":[113],"is":[114],"digitized":[115],"using":[116],"a":[117],"compact,":[118],"dual-ramp":[119],"voltage-to-time":[120],"converter":[121,124],"(VTC)-based":[122],"analog-to-digital":[123],"(ADC).":[125],"Benchmark":[126],"results":[127],"indicate":[128],"our":[130],"work":[131],"achieves":[132],"up":[133],"$19.6":[135],"\\times$":[136],"higher":[137],"compared":[140],"state-of-the-art":[142],"(SOTA),":[143],"maintaining":[145],"comparable":[146],"accuracies.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-03-12T00:00:00"}
