{"id":"https://openalex.org/W3113032636","doi":"https://doi.org/10.1145/3400302.3415678","title":"XOR-CIM","display_name":"XOR-CIM","publication_year":2020,"publication_date":"2020-11-02","ids":{"openalex":"https://openalex.org/W3113032636","doi":"https://doi.org/10.1145/3400302.3415678","mag":"3113032636"},"language":"en","primary_location":{"id":"doi:10.1145/3400302.3415678","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3400302.3415678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th International Conference on Computer-Aided Design","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/A5014877058","display_name":"Shanshi Huang","orcid":"https://orcid.org/0000-0002-1760-7656"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shanshi Huang","raw_affiliation_strings":["Georgia Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013020304","display_name":"Hongwu Jiang","orcid":"https://orcid.org/0000-0002-3048-5948"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongwu Jiang","raw_affiliation_strings":["Georgia Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076031530","display_name":"Xiaochen Peng","orcid":"https://orcid.org/0000-0001-6148-7711"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaochen Peng","raw_affiliation_strings":["Georgia Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101936941","display_name":"Wantong Li","orcid":"https://orcid.org/0000-0002-8288-393X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wantong Li","raw_affiliation_strings":["Georgia Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054894631","display_name":"Shimeng Yu","orcid":"https://orcid.org/0000-0002-0068-3652"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shimeng Yu","raw_affiliation_strings":["Georgia Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014877058"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":1.1441,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.78766337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9995999932289124,"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9980000257492065,"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/computer-science","display_name":"Computer science","score":0.7469369173049927},{"id":"https://openalex.org/keywords/static-random-access-memory","display_name":"Static random-access memory","score":0.5991761684417725},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.51105797290802},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.4926777482032776},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4714720547199249},{"id":"https://openalex.org/keywords/bitwise-operation","display_name":"Bitwise operation","score":0.4614924192428589},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.45539915561676025},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4223115146160126},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3615177273750305},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3272075355052948},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18944787979125977},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18908345699310303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7469369173049927},{"id":"https://openalex.org/C68043766","wikidata":"https://www.wikidata.org/wiki/Q267416","display_name":"Static random-access memory","level":2,"score":0.5991761684417725},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.51105797290802},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.4926777482032776},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4714720547199249},{"id":"https://openalex.org/C134765980","wikidata":"https://www.wikidata.org/wiki/Q879126","display_name":"Bitwise operation","level":2,"score":0.4614924192428589},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.45539915561676025},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4223115146160126},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3615177273750305},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3272075355052948},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18944787979125977},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18908345699310303},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3400302.3415678","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3400302.3415678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th International Conference on Computer-Aided Design","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2073818373","https://openalex.org/W2115255494","https://openalex.org/W2194775991","https://openalex.org/W2289252105","https://openalex.org/W2300242332","https://openalex.org/W2469490737","https://openalex.org/W2606722458","https://openalex.org/W2765081478","https://openalex.org/W2782046614","https://openalex.org/W2785141883","https://openalex.org/W2789777840","https://openalex.org/W2790511620","https://openalex.org/W2790556218","https://openalex.org/W2794194363","https://openalex.org/W2794288888","https://openalex.org/W2809579658","https://openalex.org/W2904299207","https://openalex.org/W2910734357","https://openalex.org/W2921329602","https://openalex.org/W2921351161","https://openalex.org/W2922487710","https://openalex.org/W2943765373","https://openalex.org/W2993973109","https://openalex.org/W2997394243","https://openalex.org/W3000301330","https://openalex.org/W3005619596","https://openalex.org/W3010932008","https://openalex.org/W3012561096","https://openalex.org/W3016021860","https://openalex.org/W3099073033"],"related_works":["https://openalex.org/W3151633427","https://openalex.org/W2212894501","https://openalex.org/W2793465010","https://openalex.org/W3024050170","https://openalex.org/W4293253840","https://openalex.org/W4249748585","https://openalex.org/W1969683996","https://openalex.org/W2358812969","https://openalex.org/W2537598836","https://openalex.org/W3189185542"],"abstract_inverted_index":{"Compute-in-memory":[0],"(CIM)":[1],"is":[2],"a":[3,33,79],"promising":[4],"approach":[5],"that":[6,118],"exploits":[7],"the":[8,12,18,49,52,58,86,94,108,141],"analog":[9],"computation":[10],"inside":[11],"memory":[13,59],"array":[14],"to":[15,40,84,102,140],"speed":[16],"up":[17],"vector-matrix":[19],"multiplication":[20],"(VMM)":[21],"for":[22,36,67],"deep":[23],"neural":[24],"network":[25],"(DNN)":[26],"inference.":[27],"SRAM":[28,96],"has":[29],"been":[30],"demonstrated":[31],"as":[32,48,71],"mature":[34],"candidate":[35],"CIM":[37,90],"architecture":[38],"due":[39],"its":[41],"availability":[42],"in":[43,57,89],"advanced":[44],"technology":[45],"node.":[46],"However,":[47],"weights":[50],"of":[51],"DNN":[53,87],"model":[54,72,88],"are":[55],"stationary":[56],"cells,":[60],"it":[61],"causes":[62],"potential":[63],"threats":[64],"and":[65,124,130],"vulnerabilities":[66],"inference":[68],"engine":[69],"such":[70],"leaking.":[73],"This":[74],"work":[75],"aims":[76],"at":[77,114],"developing":[78],"lightweight":[80],"yet":[81],"effective":[82],"countermeasure":[83],"protect":[85],"architecture.":[91],"We":[92],"modify":[93],"6-transistor":[95],"bit":[97],"cell":[98],"with":[99,134],"dual":[100],"wordlines":[101],"implement":[103],"XOR":[104],"cipher":[105],"without":[106,144],"sacrificing":[107],"parallel":[109],"computation's":[110],"efficiency.":[111],"The":[112],"evaluations":[113],"28":[115],"nm":[116],"show":[117],"XOR-CIM":[119],"could":[120],"provide":[121],"enhanced":[122],"security":[123],"achieve":[125],"1.4\u00d7":[126],"energy":[127],"efficiency":[128],"improvement":[129],"no":[131],"throughput":[132],"loss,":[133],"only":[135],"2.5%":[136],"area":[137],"overhead":[138],"compared":[139],"normal-CIM":[142],"design":[143],"encryption.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2020-12-21T00:00:00"}
