{"id":"https://openalex.org/W3000985074","doi":"https://doi.org/10.1109/newcas44328.2019.8961297","title":"Synthesis of Approximate Logic on Memristive Crossbars","display_name":"Synthesis of Approximate Logic on Memristive Crossbars","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W3000985074","doi":"https://doi.org/10.1109/newcas44328.2019.8961297","mag":"3000985074"},"language":"en","primary_location":{"id":"doi:10.1109/newcas44328.2019.8961297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/newcas44328.2019.8961297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 17th IEEE International New Circuits and Systems Conference (NEWCAS)","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/A5035046680","display_name":"Salman Khokhar","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Salman Khokhar","raw_affiliation_strings":["University of Central Florida,Department of Computer Science,Orlando,Florida","Department of Computer Science, University of Central Florida, Orlando, Florida"],"affiliations":[{"raw_affiliation_string":"University of Central Florida,Department of Computer Science,Orlando,Florida","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"Department of Computer Science, University of Central Florida, Orlando, Florida","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075121049","display_name":"Amad Ul Hassen","orcid":"https://orcid.org/0000-0002-2420-1160"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amad Ul Hassen","raw_affiliation_strings":["University of Central Florida,Department of Computer Science,Orlando,Florida","Department of Computer Science, University of Central Florida, Orlando, Florida"],"affiliations":[{"raw_affiliation_string":"University of Central Florida,Department of Computer Science,Orlando,Florida","institution_ids":["https://openalex.org/I106165777"]},{"raw_affiliation_string":"Department of Computer Science, University of Central Florida, Orlando, Florida","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035046680"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":null,"apc_paid":null,"fwci":0.2385,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57341716,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9994999766349792,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9972000122070312,"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":0.7738775610923767},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5573208928108215},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5206927061080933},{"id":"https://openalex.org/keywords/crossbar-switch","display_name":"Crossbar switch","score":0.5088217854499817},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.5002307891845703},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.45515722036361694},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.40642479062080383},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.38180220127105713},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.37270182371139526},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3558269143104553},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1152791678905487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7738775610923767},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5573208928108215},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5206927061080933},{"id":"https://openalex.org/C29984679","wikidata":"https://www.wikidata.org/wiki/Q1929149","display_name":"Crossbar switch","level":2,"score":0.5088217854499817},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.5002307891845703},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.45515722036361694},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.40642479062080383},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.38180220127105713},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.37270182371139526},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3558269143104553},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1152791678905487},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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:10.1109/newcas44328.2019.8961297","is_oa":false,"landing_page_url":"https://doi.org/10.1109/newcas44328.2019.8961297","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 17th IEEE International New Circuits and Systems Conference (NEWCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1996431812","https://openalex.org/W2066280488","https://openalex.org/W2080267935","https://openalex.org/W2130753923","https://openalex.org/W2143483829","https://openalex.org/W2509843886","https://openalex.org/W2772232699","https://openalex.org/W2795584069","https://openalex.org/W2804278059","https://openalex.org/W2905594454","https://openalex.org/W2908725354","https://openalex.org/W2913371355","https://openalex.org/W3102262281","https://openalex.org/W4241929179"],"related_works":["https://openalex.org/W2145932742","https://openalex.org/W1874409533","https://openalex.org/W2554791727","https://openalex.org/W1981395029","https://openalex.org/W2108083791","https://openalex.org/W4250137794","https://openalex.org/W2063341228","https://openalex.org/W2111673944","https://openalex.org/W3141540147","https://openalex.org/W4391382578"],"abstract_inverted_index":{"The":[0],"realization":[1],"of":[2,51,58,85,99],"extremely":[3],"low":[4],"power":[5],"compact":[6,138],"devices":[7],"is":[8,18],"critical":[9],"for":[10,38,48,114,121],"ubiquitous":[11],"computing.":[12,63],"In":[13,41],"that":[14,28,54],"context,":[15],"approximate":[16,56,116],"computing":[17,23],"one":[19],"approach":[20],"towards":[21],"improving":[22],"efficiency":[24],"in":[25,34,36,78],"error-tolerant":[26],"applications":[27],"may":[29],"endure":[30],"a":[31,46,73],"small":[32],"loss":[33],"accuracy":[35],"exchange":[37],"better":[39],"efficiency.":[40],"this":[42],"paper,":[43],"we":[44],"present":[45],"framework":[47,105],"automated":[49],"synthesis":[50],"crossbar":[52],"designs":[53,120,132,141],"implement":[55],"versions":[57],"compute":[59,96,102],"kernels":[60,86],"using":[61,72],"flow-based":[62],"We":[64,81,118],"propose":[65],"Approximate":[66],"Free":[67],"Binary":[68],"Decision":[69],"Diagrams":[70],"(AFBDDs)":[71],"relaxed":[74],"function":[75],"equality":[76],"criterion":[77],"node":[79],"merging.":[80],"create":[82],"AFBDD":[83],"representations":[84],"which":[87],"are":[88,133],"then":[89],"mapped":[90],"onto":[91],"crossbars.":[92],"These":[93],"crossbars":[94],"can":[95],"an":[97,115],"approximation":[98],"the":[100,111],"original":[101],"kernel.":[103],"Our":[104,131],"allows":[106],"us":[107],"to":[108,135],"easily":[109],"tune":[110],"accuracy-efficiency":[112],"trade-off":[113],"design.":[117],"generate":[119],"RevLib":[122],"and":[123,126],"MCNC":[124],"benchmarks,":[125],"basic":[127],"image":[128],"processing":[129],"kernels.":[130],"up":[134],"80%":[136],"more":[137],"than":[139],"exact":[140],"while":[142],"retaining":[143],"\u2248":[144],"90%":[145],"accuracy.":[146]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
