{"id":"https://openalex.org/W2929321329","doi":"https://doi.org/10.1109/jetcas.2019.2909317","title":"ReRAM-Based In-Memory Computing for Search Engine and Neural Network Applications","display_name":"ReRAM-Based In-Memory Computing for Search Engine and Neural Network Applications","publication_year":2019,"publication_date":"2019-04-04","ids":{"openalex":"https://openalex.org/W2929321329","doi":"https://doi.org/10.1109/jetcas.2019.2909317","mag":"2929321329"},"language":"en","primary_location":{"id":"doi:10.1109/jetcas.2019.2909317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jetcas.2019.2909317","pdf_url":null,"source":{"id":"https://openalex.org/S142323794","display_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","issn_l":"2156-3357","issn":["2156-3357","2156-3365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","raw_type":"journal-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/A5047341631","display_name":"Yasmin Halawani","orcid":"https://orcid.org/0000-0001-9617-5080"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Yasmin Halawani","raw_affiliation_strings":["System-on-Chip (SoC) Center, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-9617-5080","affiliations":[{"raw_affiliation_string":"System-on-Chip (SoC) Center, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013814572","display_name":"Baker Mohammad","orcid":"https://orcid.org/0000-0002-6063-473X"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Baker Mohammad","raw_affiliation_strings":["System-on-Chip (SoC) Center, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-6063-473X","affiliations":[{"raw_affiliation_string":"System-on-Chip (SoC) Center, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015216966","display_name":"Muath Abu Lebdeh","orcid":"https://orcid.org/0000-0002-8610-3064"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Muath Abu Lebdeh","raw_affiliation_strings":["System-on-Chip (SoC) Center, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"System-on-Chip (SoC) Center, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020682177","display_name":"Mahmoud Al\u2010Qutayri","orcid":"https://orcid.org/0000-0002-9600-8036"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mahmoud Al-Qutayri","raw_affiliation_strings":["System-on-Chip (SoC) Center, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-9600-8036","affiliations":[{"raw_affiliation_string":"System-on-Chip (SoC) Center, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053660700","display_name":"Said F. Al-Sarawi","orcid":"https://orcid.org/0000-0002-3242-8197"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Said F. Al-Sarawi","raw_affiliation_strings":["Centre for Biomedical Engineering, The University of Adelaide, Adelaide, SA, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3242-8197","affiliations":[{"raw_affiliation_string":"Centre for Biomedical Engineering, The University of Adelaide, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0273,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.91654988,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":"2","first_page":"388","last_page":"397"},"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":0.9951000213623047,"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/T11478","display_name":"Caching and Content Delivery","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/xnor-gate","display_name":"XNOR gate","score":0.9105521440505981},{"id":"https://openalex.org/keywords/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.6801773905754089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6745678186416626},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.5926536917686462},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5437300801277161},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.4862000346183777},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46224331855773926},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.41595539450645447},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.35227078199386597},{"id":"https://openalex.org/keywords/logic-gate","display_name":"Logic gate","score":0.2749933898448944},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.2307538390159607},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2265058159828186},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16651085019111633},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1231774389743805},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10688096284866333}],"concepts":[{"id":"https://openalex.org/C57684291","wikidata":"https://www.wikidata.org/wiki/Q1336142","display_name":"XNOR gate","level":4,"score":0.9105521440505981},{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.6801773905754089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6745678186416626},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.5926536917686462},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5437300801277161},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.4862000346183777},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46224331855773926},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.41595539450645447},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.35227078199386597},{"id":"https://openalex.org/C131017901","wikidata":"https://www.wikidata.org/wiki/Q170451","display_name":"Logic gate","level":2,"score":0.2749933898448944},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2307538390159607},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2265058159828186},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16651085019111633},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1231774389743805},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10688096284866333},{"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/C124296912","wikidata":"https://www.wikidata.org/wiki/Q575178","display_name":"NAND gate","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jetcas.2019.2909317","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jetcas.2019.2909317","pdf_url":null,"source":{"id":"https://openalex.org/S142323794","display_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","issn_l":"2156-3357","issn":["2156-3357","2156-3365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1506087895","https://openalex.org/W1536792390","https://openalex.org/W1578783943","https://openalex.org/W1964288235","https://openalex.org/W1969713953","https://openalex.org/W1970645895","https://openalex.org/W1991671902","https://openalex.org/W2004782555","https://openalex.org/W2032575251","https://openalex.org/W2045171544","https://openalex.org/W2055898521","https://openalex.org/W2057048755","https://openalex.org/W2062143991","https://openalex.org/W2066280488","https://openalex.org/W2081729575","https://openalex.org/W2094295669","https://openalex.org/W2121630943","https://openalex.org/W2122385695","https://openalex.org/W2135193526","https://openalex.org/W2163605009","https://openalex.org/W2164577583","https://openalex.org/W2248506981","https://openalex.org/W2267635276","https://openalex.org/W2277631960","https://openalex.org/W2289252105","https://openalex.org/W2292039478","https://openalex.org/W2300242332","https://openalex.org/W2335361970","https://openalex.org/W2343612026","https://openalex.org/W2461668363","https://openalex.org/W2499900168","https://openalex.org/W2511463163","https://openalex.org/W2518281301","https://openalex.org/W2556583623","https://openalex.org/W2562554684","https://openalex.org/W2569191381","https://openalex.org/W2583383421","https://openalex.org/W2585560244","https://openalex.org/W2590458491","https://openalex.org/W2604969897","https://openalex.org/W2608111952","https://openalex.org/W2615208831","https://openalex.org/W2735482625","https://openalex.org/W2738894409","https://openalex.org/W2743575791","https://openalex.org/W2753301142","https://openalex.org/W2771687934","https://openalex.org/W2789800904","https://openalex.org/W2794061657","https://openalex.org/W2802367674","https://openalex.org/W2890844820","https://openalex.org/W2897004326","https://openalex.org/W2900379535","https://openalex.org/W2964008506","https://openalex.org/W4295262505","https://openalex.org/W6684191040","https://openalex.org/W6693397755","https://openalex.org/W6698200048","https://openalex.org/W6744700018"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2910771446","https://openalex.org/W2108719777","https://openalex.org/W2122693377","https://openalex.org/W2559054477","https://openalex.org/W4229452466","https://openalex.org/W4320854861","https://openalex.org/W3048955117","https://openalex.org/W2166656370","https://openalex.org/W2896822060"],"abstract_inverted_index":{"Resource-constrained":[0],"computing":[1,35],"devices":[2,195],"such":[3],"as":[4],"those":[5],"used":[6],"in":[7,159,185,207],"IoTs":[8],"require":[9],"low-power,":[10],"high":[11,55],"performance,":[12],"and":[13,44,54,60,103,106,150,179,201],"small":[14],"size":[15],"to":[16,19,38,41,196],"be":[17],"enabled":[18],"operate":[20],"efficiently.":[21],"Resistive":[22],"random":[23],"access":[24],"memory":[25,95],"(ReRAM)":[26],"is":[27,116,131],"a":[28,77,92,171,186,204],"promising":[29],"technology":[30],"for":[31,69,118,147],"building":[32,91],"novel":[33],"in-memory":[34],"architectures,":[36],"due":[37],"its":[39],"ability":[40],"perform":[42],"storage":[43],"computation":[45],"using":[46,156],"the":[47,112,127,135,144,208],"same":[48],"physical":[49],"element":[50],"with":[51,124,138],"low":[52],"energy":[53],"density.":[56],"ReRAMbased":[57],"search":[58,109,148],"engines":[59],"neural":[61,121],"network":[62],"(NN)":[63],"accelerators":[64],"have":[65],"grown":[66],"significantly":[67],"especially":[68],"IoT":[70],"devices.":[71],"In":[72],"this":[73,86],"paper,":[74],"we":[75],"propose":[76],"memristor-based":[78,113],"voltage-resistance":[79],"xnor":[80],"(VR-XNOR)":[81],"cell.":[82],"The":[83,165,190],"advantages":[84],"of":[85,143,210],"cell":[87,115],"are":[88],"demonstrated":[89],"through":[90],"reconfigurable":[93],"content-addressable":[94],"(CAM)":[96],"architecture":[97,169],"that":[98],"can":[99],"support":[100],"binary-CAM":[101],"(BCAM)":[102],"ternary-CAM":[104],"(TCAM)":[105],"enable":[107],"approximate":[108],"operations.":[110,212],"Moreover,":[111],"VR-XNOR":[114],"utilized":[117],"binarized":[119],"convolutional":[120],"networks":[122],"(CNN)":[123],"focus":[125],"on":[126],"convolution":[128,136],"operation.":[129],"This":[130],"achieved":[132],"by":[133],"replacing":[134],"module":[137],"XNOR-based":[139],"filter":[140,167,191],"banks.":[141],"Simulations":[142],"proposed":[145,166],"architectures":[146],"engine":[149],"feature":[151,183],"extraction":[152,173],"were":[153],"carried":[154],"out":[155],"VTEAM":[157],"model":[158],"Cadence":[160],"Virtuoso":[161],"Analog":[162],"Design":[163],"Environment.":[164],"bank":[168],"achieves":[170],"1-ns":[172],"cycle":[174],"time":[175],"over":[176],"N":[177],"filters":[178],"produces":[180],"multiple":[181],"output":[182],"maps":[184],"single":[187],"processing":[188],"cycle.":[189],"uses":[192],"two":[193],"memristor":[194],"realize":[197],"each":[198],"XNOR":[199],"gate":[200],"has":[202],"shown":[203],"significant":[205],"reduction":[206],"number":[209],"multiply-add":[211]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
