{"id":"https://openalex.org/W2735281769","doi":"https://doi.org/10.1109/ijcnn.2017.7966350","title":"Quadratic Unconstrained Binary Optimization (QUBO) on neuromorphic computing system","display_name":"Quadratic Unconstrained Binary Optimization (QUBO) on neuromorphic computing system","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2735281769","doi":"https://doi.org/10.1109/ijcnn.2017.7966350","mag":"2735281769"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7966350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","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/A5083608547","display_name":"Md Zahangir Alom","orcid":"https://orcid.org/0000-0002-2314-1207"},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Md Zahangir Alom","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Dayton, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Dayton, OH, USA","institution_ids":["https://openalex.org/I127591826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110927536","display_name":"Brian Van Essen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brian Van Essen","raw_affiliation_strings":["Lowrance Livermore National Laboratory (LLNL), Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Lowrance Livermore National Laboratory (LLNL), Livermore, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068423553","display_name":"Adam Moody","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adam T. Moody","raw_affiliation_strings":["Lowrance Livermore National Laboratory (LLNL), Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Lowrance Livermore National Laboratory (LLNL), Livermore, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009879963","display_name":"David Widemann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Peter Widemann","raw_affiliation_strings":["Lowrance Livermore National Laboratory (LLNL), Livermore, CA, USA"],"affiliations":[{"raw_affiliation_string":"Lowrance Livermore National Laboratory (LLNL), Livermore, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104090957","display_name":"Tarek M. Taha","orcid":null},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tarek M. Taha","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Dayton, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Dayton, OH, USA","institution_ids":["https://openalex.org/I127591826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083608547"],"corresponding_institution_ids":["https://openalex.org/I127591826"],"apc_list":null,"apc_paid":null,"fwci":1.7455,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.85687041,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3922","last_page":"3929"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9959999918937683,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/quadratic-unconstrained-binary-optimization","display_name":"Quadratic unconstrained binary optimization","score":0.9425598978996277},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.8606715798377991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7009669542312622},{"id":"https://openalex.org/keywords/ibm","display_name":"IBM","score":0.6168866753578186},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.5962913036346436},{"id":"https://openalex.org/keywords/quantum-annealing","display_name":"Quantum annealing","score":0.5553407669067383},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.5345292091369629},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4782254099845886},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4647483229637146},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.45280152559280396},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4431377053260803},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.43809252977371216},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.42967310547828674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3678198456764221},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2644885778427124},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.2571794390678406},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.18581151962280273},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15356752276420593}],"concepts":[{"id":"https://openalex.org/C177179195","wikidata":"https://www.wikidata.org/wiki/Q7268372","display_name":"Quadratic unconstrained binary optimization","level":4,"score":0.9425598978996277},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.8606715798377991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7009669542312622},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.6168866753578186},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.5962913036346436},{"id":"https://openalex.org/C90408235","wikidata":"https://www.wikidata.org/wiki/Q938141","display_name":"Quantum annealing","level":4,"score":0.5553407669067383},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.5345292091369629},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4782254099845886},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4647483229637146},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.45280152559280396},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4431377053260803},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.43809252977371216},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.42967310547828674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3678198456764221},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2644885778427124},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.2571794390678406},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.18581151962280273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15356752276420593},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","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/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2017.7966350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"},{"id":"https://openalex.org/F4320338286","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2005064625","https://openalex.org/W2028576516","https://openalex.org/W2035297690","https://openalex.org/W2037033044","https://openalex.org/W2038089167","https://openalex.org/W2050865875","https://openalex.org/W2057218447","https://openalex.org/W2060252799","https://openalex.org/W2060956313","https://openalex.org/W2065261386","https://openalex.org/W2072357061","https://openalex.org/W2104861988","https://openalex.org/W2114614590","https://openalex.org/W2138913040","https://openalex.org/W2266581596","https://openalex.org/W2286699414","https://openalex.org/W2963157821"],"related_works":["https://openalex.org/W4316012214","https://openalex.org/W2897756034","https://openalex.org/W1979392010","https://openalex.org/W4384264717","https://openalex.org/W4293740899","https://openalex.org/W4283454667","https://openalex.org/W4306177945","https://openalex.org/W2371503089","https://openalex.org/W2759107268","https://openalex.org/W4289758498"],"abstract_inverted_index":{"The":[0],"problems":[1,68,83],"of":[2,66,81,87,103,131],"Artificial":[3],"intelligence":[4],"(AI)":[5],"naturally":[6],"maps":[7],"to":[8,16],"NP-hard":[9,53],"optimization":[10,54],"problems.":[11],"This":[12,23],"trend":[13],"has":[14],"significance":[15],"achieve":[17],"human-level":[18],"computation":[19],"capability":[20],"from":[21],"machines.":[22],"computational":[24],"ability":[25],"can":[26],"be":[27],"achieved":[28,90],"by":[29],"developing":[30],"evolutionary":[31,36],"algorithms":[32,37],"or":[33,44],"mapping":[34],"those":[35],"onto":[38],"new":[39],"generation":[40],"computing":[41,135],"systems:":[42],"Quantum":[43],"Neuromorphic":[45,95,134],"hardware.":[46],"In":[47],"this":[48,111],"paper,":[49],"we":[50],"implemented":[51],"the":[52,64,70,117,124,129],"problem":[55,62],"called":[56],"Quadratic":[57],"Unconstrained":[58],"Binary":[59],"Optimization":[60],"(QUBO)":[61],"for":[63],"solution":[65],"graph":[67,82],"on":[69,78,93,110,119,133],"IBM's":[71,94],"Neurosynaptic":[72],"TrueNorth":[73,96],"System.":[74],"We":[75],"have":[76,106],"experimented":[77],"different":[79,85],"types":[80],"with":[84,116],"levels":[86],"complexities":[88],"and":[89],"encouraging":[91],"results":[92],"chip.":[97],"Moreover,":[98],"there":[99],"are":[100],"a":[101],"set":[102],"potential":[104],"applications":[105],"been":[107],"discussed":[108],"based":[109],"proposed":[112],"QUBO":[113,118,132],"solution.":[114],"Along":[115],"quantum":[120],"annealing,":[121],"it":[122],"is":[123],"important":[125],"first":[126],"step":[127],"towards":[128],"solutions":[130],"systems.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
