{"id":"https://openalex.org/W4400230422","doi":"https://doi.org/10.1109/iscas58744.2024.10558662","title":"Reconfigurable Precision SRAM-based Analog In-memory-compute Macro Design","display_name":"Reconfigurable Precision SRAM-based Analog In-memory-compute Macro Design","publication_year":2024,"publication_date":"2024-05-19","ids":{"openalex":"https://openalex.org/W4400230422","doi":"https://doi.org/10.1109/iscas58744.2024.10558662"},"language":"en","primary_location":{"id":"doi:10.1109/iscas58744.2024.10558662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas58744.2024.10558662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5055436369","display_name":"Jinane Bazzi","orcid":"https://orcid.org/0000-0003-4007-0161"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Jinane Bazzi","raw_affiliation_strings":["King Abdullah University of Science and Technology (KAUST),Thuwal,Saudi Arabia,23955"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology (KAUST),Thuwal,Saudi Arabia,23955","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099841609","display_name":"Rachid Jamil","orcid":null},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Rachid Jamil","raw_affiliation_strings":["King Abdullah University of Science and Technology (KAUST),Thuwal,Saudi Arabia,23955"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology (KAUST),Thuwal,Saudi Arabia,23955","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099841610","display_name":"Dana ElHajj","orcid":null},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Dana ElHajj","raw_affiliation_strings":["King Abdullah University of Science and Technology (KAUST),Thuwal,Saudi Arabia,23955"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology (KAUST),Thuwal,Saudi Arabia,23955","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071376756","display_name":"Rouwaida Kanj","orcid":"https://orcid.org/0000-0002-3519-2917"},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Rouwaida Kanj","raw_affiliation_strings":["American University of Beirut,ECE Dept,Lebanon,1107 202"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"American University of Beirut,ECE Dept,Lebanon,1107 202","institution_ids":["https://openalex.org/I98635879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084829415","display_name":"Mohammed E. Fouda","orcid":"https://orcid.org/0000-0001-7139-3428"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammed E. Fouda","raw_affiliation_strings":["Rain Neuromorphics Inc,San Francisco,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rain Neuromorphics Inc,San Francisco,CA,USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013660772","display_name":"Ahmed M. Eltawil","orcid":"https://orcid.org/0000-0003-1849-083X"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ahmed Eltawil","raw_affiliation_strings":["King Abdullah University of Science and Technology (KAUST),Thuwal,Saudi Arabia,23955"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology (KAUST),Thuwal,Saudi Arabia,23955","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9998999834060669,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9998999834060669,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9994999766349792,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9973999857902527,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/static-random-access-memory","display_name":"Static random-access memory","score":0.8119684457778931},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.6842862367630005},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6834376454353333},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.46823567152023315},{"id":"https://openalex.org/keywords/random-access-memory","display_name":"Random access memory","score":0.46790915727615356},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.38596057891845703},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3692837655544281},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.34876734018325806},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15027561783790588},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07450419664382935}],"concepts":[{"id":"https://openalex.org/C68043766","wikidata":"https://www.wikidata.org/wiki/Q267416","display_name":"Static random-access memory","level":2,"score":0.8119684457778931},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.6842862367630005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6834376454353333},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.46823567152023315},{"id":"https://openalex.org/C2994168587","wikidata":"https://www.wikidata.org/wiki/Q5295","display_name":"Random access memory","level":2,"score":0.46790915727615356},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.38596057891845703},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3692837655544281},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.34876734018325806},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15027561783790588},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07450419664382935}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas58744.2024.10558662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas58744.2024.10558662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.75,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322320","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1530181845","https://openalex.org/W2591601611","https://openalex.org/W2898913080","https://openalex.org/W2899641901","https://openalex.org/W2904299207","https://openalex.org/W2960833983","https://openalex.org/W2990591126","https://openalex.org/W3035183452","https://openalex.org/W3097655915","https://openalex.org/W3134703406","https://openalex.org/W3163974534","https://openalex.org/W3208788005","https://openalex.org/W3215997358","https://openalex.org/W4220882094","https://openalex.org/W4221039638","https://openalex.org/W4296704900","https://openalex.org/W4313639541","https://openalex.org/W4365800488","https://openalex.org/W4372267379","https://openalex.org/W4383501834","https://openalex.org/W4383960254","https://openalex.org/W4385187267","https://openalex.org/W4385732107"],"related_works":["https://openalex.org/W2089002058","https://openalex.org/W1909296377","https://openalex.org/W3185029353","https://openalex.org/W2969498307","https://openalex.org/W3116379964","https://openalex.org/W2915176329","https://openalex.org/W2793465010","https://openalex.org/W2967161359","https://openalex.org/W2208608937","https://openalex.org/W2120018824"],"abstract_inverted_index":{"In-memory":[0],"computing":[1],"(IMC)":[2],"is":[3],"a":[4,58,101,108,117],"promising":[5],"approach":[6],"for":[7,26,88],"accelerating":[8],"multiply":[9],"and":[10,46,85,94,116],"accumulate":[11],"(MAC)":[12],"operations,":[13],"which":[14],"are":[15],"the":[16,91],"primary":[17],"calculations":[18],"used":[19],"in":[20,33,53,70],"artificial":[21],"intelligence":[22],"(AI).":[23],"The":[24,96],"demand":[25],"flexible":[27],"architectures":[28],"supporting":[29,79],"different":[30],"bit":[31,81],"precisions":[32],"MAC":[34,76],"computations":[35],"becomes":[36],"evident.":[37],"This":[38],"flexibility":[39],"balances":[40],"adapting":[41],"to":[42,73],"specific":[43],"model":[44],"requirements":[45],"optimizing":[47],"design":[48],"performance":[49],"efficiency.":[50],"As":[51],"such,":[52],"this":[54],"paper,":[55],"we":[56],"propose":[57],"reconfigurable":[59],"IMC":[60],"macro":[61,99],"design,":[62],"utilizing":[63],"8T":[64],"static":[65],"random-access":[66],"memory":[67],"(SRAM)":[68],"bit-cells":[69],"65nm":[71],"technology,":[72],"efficiently":[74],"perform":[75],"operations":[77],"while":[78],"three":[80],"precisions:":[82],"2,":[83],"3,":[84],"4":[86],"bits":[87],"each":[89],"of":[90,105,113,122],"input,":[92],"weight,":[93],"output.":[95],"proposed":[97],"64\u00d7180":[98],"achieves":[100],"normalized":[102,109,118],"peak":[103,110,119],"throughput":[104],"13.82":[106],"TOPS,":[107],"energy":[111],"efficiency":[112,121],"291.66":[114],"TOPS/W,":[115],"area":[120],"165.98":[123],"TOPS/mm<sup":[124],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[125],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
