{"id":"https://openalex.org/W2535279559","doi":"https://doi.org/10.1145/2989081.2989086","title":"Processing Acceleration with Resistive Memory-based Computation","display_name":"Processing Acceleration with Resistive Memory-based Computation","publication_year":2016,"publication_date":"2016-10-03","ids":{"openalex":"https://openalex.org/W2535279559","doi":"https://doi.org/10.1145/2989081.2989086","mag":"2535279559"},"language":"en","primary_location":{"id":"doi:10.1145/2989081.2989086","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2989081.2989086","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2989086&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Symposium on Memory Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2989086&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033221192","display_name":"Mohsen Imani","orcid":"https://orcid.org/0000-0002-5761-0622"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohsen Imani","raw_affiliation_strings":["UC San Diego, Gilman Dr, La Jolla, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC San Diego, Gilman Dr, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035630137","display_name":"Yan Cheng","orcid":"https://orcid.org/0000-0002-0067-2646"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Cheng","raw_affiliation_strings":["UC San Diego, Gilman Dr, La Jolla, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC San Diego, Gilman Dr, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025573294","display_name":"Tajana Rosing","orcid":"https://orcid.org/0000-0002-6954-997X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tajana Rosing","raw_affiliation_strings":["UC San Diego, Gilman Dr, La Jolla, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC San Diego, Gilman Dr, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"208","last_page":"210"},"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":0.9998000264167786,"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":0.998199999332428,"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/computation","display_name":"Computation","score":0.8232476711273193},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7843518257141113},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.6363910436630249},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5999748110771179},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5898739099502563},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5277488827705383},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5091087222099304},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5077803730964661},{"id":"https://openalex.org/keywords/resistive-touchscreen","display_name":"Resistive touchscreen","score":0.4386640191078186},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.4018787741661072},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37212878465652466}],"concepts":[{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.8232476711273193},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7843518257141113},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.6363910436630249},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5999748110771179},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5898739099502563},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5277488827705383},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5091087222099304},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5077803730964661},{"id":"https://openalex.org/C6899612","wikidata":"https://www.wikidata.org/wiki/Q852911","display_name":"Resistive touchscreen","level":2,"score":0.4386640191078186},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.4018787741661072},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37212878465652466},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2989081.2989086","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2989081.2989086","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2989086&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Symposium on Memory Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2989081.2989086","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2989081.2989086","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2989086&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Symposium on Memory Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9200000166893005,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G7188551633","display_name":"CSR: Small: ENACT: Environment-Aware Management of Mobile Systems","funder_award_id":"1527034","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332603","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2535279559.pdf","grobid_xml":"https://content.openalex.org/works/W2535279559.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1952777572","https://openalex.org/W1989660200","https://openalex.org/W1999890536","https://openalex.org/W2103742924","https://openalex.org/W2113243634","https://openalex.org/W2292227541","https://openalex.org/W2339427402","https://openalex.org/W2346297475","https://openalex.org/W2346591187","https://openalex.org/W2346685430","https://openalex.org/W2352050502","https://openalex.org/W2380778257","https://openalex.org/W2396622873","https://openalex.org/W2397531454","https://openalex.org/W2402093298","https://openalex.org/W2496520886","https://openalex.org/W2533754986","https://openalex.org/W2537444166","https://openalex.org/W2549072321","https://openalex.org/W2597473461","https://openalex.org/W2913385229"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"The":[0],"Internet":[1],"of":[2,8,16,77],"Things":[3],"significantly":[4],"increases":[5],"the":[6,13,24,29,55,67,75,82,92,99],"amount":[7],"data":[9,56],"generated":[10],"that":[11,88],"strains":[12],"processing":[14,51],"capability":[15],"current":[17],"computing":[18,21],"systems.":[19],"Approximate":[20],"can":[22,90],"accelerate":[23,91],"computation":[25,49,83,94],"and":[26,97],"dramatically":[27],"reduce":[28],"energy":[30,100],"consumption":[31],"with":[32,58],"controllable":[33],"accuracy":[34,107],"loss.":[35,108],"In":[36],"this":[37],"paper,":[38],"we":[39],"propose":[40],"a":[41,63],"Resistive":[42],"Associative":[43],"Unit,":[44],"called":[45],"RAU,":[46],"which":[47,65],"approximates":[48],"alongside":[50],"cores.":[52],"RAU":[53,89],"exploits":[54],"locality":[57],"associative":[59],"memory.":[60],"It":[61],"finds":[62],"row":[64],"has":[66],"closest":[68],"distance":[69],"to":[70],"input":[71],"patterns":[72],"while":[73],"considering":[74],"impact":[76],"each":[78],"bit":[79],"index":[80],"on":[81],"accuracy.":[84],"Our":[85],"evaluation":[86],"shows":[87],"GPGPU":[93],"by":[95,102],"1.15x":[96],"improve":[98],"efficiency":[101],"36%":[103],"at":[104],"only":[105],"10%":[106]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
