{"id":"https://openalex.org/W4399729263","doi":"https://doi.org/10.1109/lssc.2024.3415476","title":"A 2-to-10-b Output Precision Reconfigurable Compute-In-Memory Macro Leveraging Input Conditioning Using Residue Amplification","display_name":"A 2-to-10-b Output Precision Reconfigurable Compute-In-Memory Macro Leveraging Input Conditioning Using Residue Amplification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399729263","doi":"https://doi.org/10.1109/lssc.2024.3415476"},"language":"en","primary_location":{"id":"doi:10.1109/lssc.2024.3415476","doi":"https://doi.org/10.1109/lssc.2024.3415476","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/lssc.2024.3415476","pdf_url":null,"source":{"id":"https://openalex.org/S4210192596","display_name":"IEEE Solid-State Circuits Letters","issn_l":"2573-9603","issn":["2573-9603"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Solid-State Circuits Letters","raw_type":"journal-article"},"volume":null,"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/A5026908986","display_name":"Balaji Vijayakumar","orcid":"https://orcid.org/0000-0003-2513-995X","observed_orcids":["https://orcid.org/0000-0003-2513-995X"]},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Balaji Vijayakumar","raw_affiliation_strings":["Indian Institute of Technology Madras, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0003-2513-995X","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076178628","display_name":"Ashwin Balagopal Sundar","orcid":"https://orcid.org/0000-0003-1634-5217","observed_orcids":["https://orcid.org/0000-0003-1634-5217"]},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashwin Balagopal Sundar","raw_affiliation_strings":["Indian Institute of Technology Madras, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0003-1634-5217","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076645606","display_name":"Janakiraman Viraraghavan","orcid":"https://orcid.org/0000-0003-4899-0368","observed_orcids":["https://orcid.org/0000-0003-4899-0368"]},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Janakiraman Viraraghavan","raw_affiliation_strings":["Indian Institute of Technology Madras, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0003-4899-0368","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112522195","display_name":"V. Keshav Bharadwaj","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varchas Bharadwaj","raw_affiliation_strings":["Indian Institute of Technology Madras, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Madras, Chennai, India","institution_ids":["https://openalex.org/I24676775"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I24676775"],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":0.1037,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.30529452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"7","issue":null,"first_page":"219","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9848999977111816,"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":0.9848999977111816,"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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.0066999997943639755,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.005100000184029341,"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/in-memory-computing","display_name":"in-memory computing","score":0.9950000047683716},{"id":"https://openalex.org/keywords/pitch-matching","display_name":"pitch matching","score":0.5720000267028809},{"id":"https://openalex.org/keywords/analog-to-digital-converter","display_name":"analog-to-digital converter","score":0.7509999871253967},{"id":"https://openalex.org/keywords/energy-efficiency","display_name":"energy efficiency","score":0.5839999914169312},{"id":"https://openalex.org/keywords/28-nm-cmos","display_name":"28nm CMOS","score":0.7739999890327454}],"concepts":[{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.7236928939819336},{"id":"https://openalex.org/C2781338088","wikidata":"https://www.wikidata.org/wiki/Q903495","display_name":"Residue (chemistry)","level":2,"score":0.6865683197975159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5518404841423035},{"id":"https://openalex.org/C45262634","wikidata":"https://www.wikidata.org/wiki/Q5159291","display_name":"Conditioning","level":2,"score":0.5424888730049133},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.3846268057823181},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.36209046840667725},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23293867707252502},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.175140380859375},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1579182744026184},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1574837565422058},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lssc.2024.3415476","doi":"https://doi.org/10.1109/lssc.2024.3415476","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/lssc.2024.3415476","pdf_url":null,"source":{"id":"https://openalex.org/S4210192596","display_name":"IEEE Solid-State Circuits Letters","issn_l":"2573-9603","issn":["2573-9603"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Solid-State Circuits Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325255","display_name":"Ministry of Electronics and Information technology","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W3134304371","https://openalex.org/W3138084750","https://openalex.org/W3161810489","https://openalex.org/W3176381399","https://openalex.org/W4226402784","https://openalex.org/W4280635485","https://openalex.org/W4376134178","https://openalex.org/W4382471206","https://openalex.org/W4391092530"],"related_works":["https://openalex.org/W4409257689","https://openalex.org/W4384264696","https://openalex.org/W4313639541","https://openalex.org/W4400230422","https://openalex.org/W7133300577","https://openalex.org/W4316658640","https://openalex.org/W4405092663","https://openalex.org/W4416965638","https://openalex.org/W4388520095","https://openalex.org/W4376607860"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"workloads":[2],"demand":[3],"a":[4,32,36,96],"wide":[5],"range":[6,41,46],"of":[7,34,47,58,92],"multiply":[8],"and":[9,107],"accumulate":[10],"(MAC)":[11],"precision.":[12,61,101],"Pitch-matching":[13],"constraints":[14],"in":[15,70,78],"compute-in-memory":[16],"(CIM)":[17],"engines":[18],"limit":[19],"the":[20,43,48,115],"analog-to-digital":[21],"converter":[22],"(ADC)":[23],"precision":[24],"to":[25,42,55],"about":[26],"8":[27],"bits.":[28],"This":[29],"letter":[30],"demonstrates":[31],"method":[33],"mapping":[35],"suitable":[37],"input":[38,44],"conditioned":[39],"MAC":[40,60,100],"dynamic":[45],"on-chip":[49],"7-b":[50],"ADC,":[51],"thereby":[52],"achieving":[53],"up":[54],"10":[56],"bits":[57],"output":[59,99],"A":[62],"424":[63],"Kb":[64],"SRAM":[65],"CIM":[66],"macro":[67],"was":[68],"fabricated":[69],"TSMC":[71],"28":[72],"nm,":[73],"which":[74],"computes":[75],"72":[76],"MACs":[77],"parallel":[79],"per":[80],"cycle.":[81],"Measurement":[82],"results":[83,103],"at":[84],"nominal":[85],"supply":[86],"voltage":[87],"show":[88],"an":[89],"energy":[90],"efficiency":[91],"196.6\u2013102":[93],"TOPS/W/b":[94],"for":[95],"2\u201310":[97],"bit":[98],"Inference":[102],"on":[104],"MNIST,":[105],"CIFAR10,":[106],"CIFAR100":[108],"are":[109],"shown":[110],"with$\\leq":[111],"1\\%$accuracy":[112],"loss":[113],"from":[114],"software":[116],"baseline.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2024-06-18T00:00:00"}
