{"id":"https://openalex.org/W4312958753","doi":"https://doi.org/10.1109/iscas48785.2022.9937766","title":"Design of a 5-bit Signed SRAM-based In-Memory Computing Cell for Deep Learning Models","display_name":"Design of a 5-bit Signed SRAM-based In-Memory Computing Cell for Deep Learning Models","publication_year":2022,"publication_date":"2022-05-28","ids":{"openalex":"https://openalex.org/W4312958753","doi":"https://doi.org/10.1109/iscas48785.2022.9937766"},"language":"en","primary_location":{"id":"doi:10.1109/iscas48785.2022.9937766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas48785.2022.9937766","pdf_url":null,"source":{"id":"https://openalex.org/S4363604393","display_name":"2022 IEEE International Symposium on Circuits and Systems (ISCAS)","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 International Symposium on Circuits and Systems (ISCAS)","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/A5063297299","display_name":"\u00d3. Pereira-Rial","orcid":"https://orcid.org/0000-0001-9021-9273"},"institutions":[{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]},{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"O. Pereira-Rial","raw_affiliation_strings":["Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS) Universidade de Santiago de Compostela,Santiago de Compostela,Spain"],"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS) Universidade de Santiago de Compostela,Santiago de Compostela,Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025364375","display_name":"D. Garc\u00eda-Lesta","orcid":"https://orcid.org/0000-0002-9895-9839"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"D. Garcia-Lesta","raw_affiliation_strings":["Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS) Universidade de Santiago de Compostela,Santiago de Compostela,Spain"],"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS) Universidade de Santiago de Compostela,Santiago de Compostela,Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077550469","display_name":"V.M. Brea","orcid":"https://orcid.org/0000-0003-0078-0425"},"institutions":[{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]},{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"V.M. Brea","raw_affiliation_strings":["Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS) Universidade de Santiago de Compostela,Santiago de Compostela,Spain"],"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS) Universidade de Santiago de Compostela,Santiago de Compostela,Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081834006","display_name":"P. L\u00f3pez","orcid":"https://orcid.org/0000-0002-8218-8945"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. Lopez","raw_affiliation_strings":["Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS) Universidade de Santiago de Compostela,Santiago de Compostela,Spain"],"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS) Universidade de Santiago de Compostela,Santiago de Compostela,Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041970396","display_name":"D. Cabello","orcid":"https://orcid.org/0000-0002-4859-2899"},"institutions":[{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"D. Cabello","raw_affiliation_strings":["Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS) Universidade de Santiago de Compostela,Santiago de Compostela,Spain"],"affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci&#x00F3;n en Tecnolox&#x00ED;as Intelixentes (CiTIUS) Universidade de Santiago de Compostela,Santiago de Compostela,Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063297299"],"corresponding_institution_ids":["https://openalex.org/I200284239","https://openalex.org/I4210111807"],"apc_list":null,"apc_paid":null,"fwci":1.6094,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84201736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"702","last_page":"706"},"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":0.9994000196456909,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9990000128746033,"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":0.7681164741516113},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7434705495834351},{"id":"https://openalex.org/keywords/static-random-access-memory","display_name":"Static random-access memory","score":0.6838148832321167},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6583850979804993},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6132329106330872},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5340221524238586},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5133432745933533},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.5056428909301758},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.447032630443573},{"id":"https://openalex.org/keywords/cellular-neural-network","display_name":"Cellular neural network","score":0.41987374424934387},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.40589481592178345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39937281608581543},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3514845371246338},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.2365393042564392},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12935352325439453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7681164741516113},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7434705495834351},{"id":"https://openalex.org/C68043766","wikidata":"https://www.wikidata.org/wiki/Q267416","display_name":"Static random-access memory","level":2,"score":0.6838148832321167},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6583850979804993},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6132329106330872},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5340221524238586},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5133432745933533},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.5056428909301758},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.447032630443573},{"id":"https://openalex.org/C812465","wikidata":"https://www.wikidata.org/wiki/Q5058375","display_name":"Cellular neural network","level":3,"score":0.41987374424934387},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.40589481592178345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39937281608581543},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3514845371246338},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.2365393042564392},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12935352325439453},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas48785.2022.9937766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas48785.2022.9937766","pdf_url":null,"source":{"id":"https://openalex.org/S4363604393","display_name":"2022 IEEE International Symposium on Circuits and Systems (ISCAS)","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 International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326655","display_name":"Xunta de Galicia","ror":"https://ror.org/0181xnw06"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2782511028","https://openalex.org/W2920326572","https://openalex.org/W2966878541","https://openalex.org/W2969812992","https://openalex.org/W3135701542","https://openalex.org/W6684191040","https://openalex.org/W6791836880"],"related_works":["https://openalex.org/W4392590355","https://openalex.org/W3151633427","https://openalex.org/W2212894501","https://openalex.org/W2793465010","https://openalex.org/W3024050170","https://openalex.org/W2109451123","https://openalex.org/W4378977321","https://openalex.org/W1976168335","https://openalex.org/W3211992815","https://openalex.org/W1488881018"],"abstract_inverted_index":{"Neural":[0],"network":[1],"mixed-mode":[2],"hardware":[3],"accelerators":[4],"for":[5,26,40,63],"deep":[6],"convolutional":[7],"neural":[8],"networks":[9],"(CNN)":[10],"strive":[11],"to":[12,56],"cope":[13],"with":[14,101],"a":[15,60,76,86],"high":[16],"number":[17,107],"of":[18,34,67,85,104,108],"input":[19,70,109],"feature":[20,47,71,110],"maps":[21],"and":[22,29,122],"increasing":[23,105],"bit":[24],"depths":[25],"both":[27],"weights":[28],"inputs.":[30],"As":[31],"an":[32],"example":[33],"this":[35],"need,":[36],"the":[37,69,83,102,106,116],"ResNet":[38],"model":[39],"image":[41],"classification":[42],"comprises":[43],"512":[44],"3\u00d7":[45],"3":[46],"filters":[48],"in":[49,78,93,115],"its":[50],"conv5":[51],"layer.":[52],"This":[53,80],"would":[54],"lead":[55],"4068":[57],"multipliers":[58],"driving":[59],"summing":[61],"node":[62],"actual":[64],"concurrent":[65],"processing":[66],"all":[68],"maps,":[72],"which":[73],"makes":[74],"up":[75],"challenge":[77],"mixed-mode.":[79],"paper":[81,117],"addresses":[82],"design":[84],"5-bit":[87],"signed":[88],"SRAM-based":[89],"in-memory":[90],"computing":[91],"cell":[92],"180":[94],"nm":[95],"3.3":[96],"V":[97],"CMOS":[98],"technology,":[99],"dealing":[100],"impact":[103],"maps.":[111],"The":[112],"data":[113],"presented":[114],"are":[118],"based":[119],"on":[120],"electrical":[121],"post":[123],"layout":[124],"simulations.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
