{"id":"https://openalex.org/W4391889511","doi":"https://doi.org/10.1109/comsnets59351.2024.10427235","title":"Convergence Analysis of Opto-Electronic Oscillator Based Coherent Ising Machines","display_name":"Convergence Analysis of Opto-Electronic Oscillator Based Coherent Ising Machines","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4391889511","doi":"https://doi.org/10.1109/comsnets59351.2024.10427235"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets59351.2024.10427235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets59351.2024.10427235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on COMmunication Systems &amp; NETworkS (COMSNETS)","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/A5025230934","display_name":"Sayantan Pramanik","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]},{"id":"https://openalex.org/I4210091347","display_name":"Robert Bosch (China)","ror":"https://ror.org/00cedkn40","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210091347","https://openalex.org/I889804353"]}],"countries":["CN","IN"],"is_corresponding":true,"raw_author_name":"Sayantan Pramanik","raw_affiliation_strings":["Corporate Incubation, TCS Research &#x0026; Innvovation, TATA Consultancy Services","Robert Bosch Centre for Cyber-Physical Systems, Indian Institute of Science"],"affiliations":[{"raw_affiliation_string":"Corporate Incubation, TCS Research &#x0026; Innvovation, TATA Consultancy Services","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"Robert Bosch Centre for Cyber-Physical Systems, Indian Institute of Science","institution_ids":["https://openalex.org/I4210091347"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025655425","display_name":"Sourav Chatterjee","orcid":"https://orcid.org/0000-0003-4460-209X"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sourav Chatterjee","raw_affiliation_strings":["Corporate Incubation, TCS Research &#x0026; Innvovation, TATA Consultancy Services"],"affiliations":[{"raw_affiliation_string":"Corporate Incubation, TCS Research &#x0026; Innvovation, TATA Consultancy Services","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090122897","display_name":"Harshkumar Oza","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harshkumar Oza","raw_affiliation_strings":["Indian Institute of Science,Department of Instrumentation and Applied Physics","Department of Instrumentation and Applied Physics, Indian Institute of Science"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Science,Department of Instrumentation and Applied Physics","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Instrumentation and Applied Physics, Indian Institute of Science","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025230934"],"corresponding_institution_ids":["https://openalex.org/I4210091347","https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":0.7274,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72744398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1076","last_page":"1081"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9952999949455261,"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"}},"topics":[{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9952999949455261,"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"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9929999709129333,"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"}},{"id":"https://openalex.org/T10020","display_name":"Quantum Information and Cryptography","score":0.9742000102996826,"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/convergence","display_name":"Convergence (economics)","score":0.7008638381958008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5451499819755554},{"id":"https://openalex.org/keywords/ising-model","display_name":"Ising model","score":0.48081862926483154},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.38913342356681824},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3392707109451294},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.0877465307712555}],"concepts":[{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7008638381958008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5451499819755554},{"id":"https://openalex.org/C51329190","wikidata":"https://www.wikidata.org/wiki/Q1076349","display_name":"Ising model","level":2,"score":0.48081862926483154},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.38913342356681824},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3392707109451294},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0877465307712555},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets59351.2024.10427235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets59351.2024.10427235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on COMmunication Systems &amp; NETworkS (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313903","display_name":"Tata Consultancy Services","ror":"https://ror.org/01b9n8m42"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1568345435","https://openalex.org/W1568668329","https://openalex.org/W1971942712","https://openalex.org/W2012303266","https://openalex.org/W2039122980","https://openalex.org/W2042545232","https://openalex.org/W2064939459","https://openalex.org/W2068674173","https://openalex.org/W2076428552","https://openalex.org/W2087989146","https://openalex.org/W2105221346","https://openalex.org/W2134130436","https://openalex.org/W2203542361","https://openalex.org/W2361879928","https://openalex.org/W2514589039","https://openalex.org/W2533968486","https://openalex.org/W2538025098","https://openalex.org/W2588067191","https://openalex.org/W2621555682","https://openalex.org/W2623999815","https://openalex.org/W2771114131","https://openalex.org/W2785791552","https://openalex.org/W2954038880","https://openalex.org/W2963248893","https://openalex.org/W2965416137","https://openalex.org/W2968047010","https://openalex.org/W3035347013","https://openalex.org/W3093400706","https://openalex.org/W3104263051","https://openalex.org/W3121244682","https://openalex.org/W3169831598","https://openalex.org/W3173678079","https://openalex.org/W3185383519","https://openalex.org/W3196169569","https://openalex.org/W3204628099","https://openalex.org/W4225417080","https://openalex.org/W4239765078","https://openalex.org/W4285506362","https://openalex.org/W4290839393","https://openalex.org/W4310705922","https://openalex.org/W4367060694","https://openalex.org/W6673137123","https://openalex.org/W6684119132","https://openalex.org/W6725863543"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W4255387243","https://openalex.org/W2090368795","https://openalex.org/W758601826","https://openalex.org/W1979989913"],"abstract_inverted_index":{"Ising":[0,21,49],"machines":[1,22],"are":[2,23,136],"purported":[3],"to":[4,26,117,165,167],"be":[5,27],"better":[6,13],"at":[7,86],"solving":[8],"large-scale":[9],"combinatorial":[10],"optimisation":[11,140],"problems":[12],"than":[14,35],"conventional":[15],"von":[16],"Neumann":[17],"computers.":[18],"However,":[19],"these":[20,151],"widely":[24],"believed":[25],"heuristics,":[28],"whose":[29],"promise":[30],"is":[31,63,163],"observed":[32],"empirically":[33],"rather":[34],"obtained":[36],"theoretically.":[37],"We":[38,68,149],"bridge":[39],"this":[40],"gap":[41],"by":[42,101,153],"considering":[43],"an":[44],"opto-electronic":[45],"oscillator":[46],"based":[47],"coherent":[48],"machine,":[50],"and":[51,70,90,94,123,157],"providing":[52],"the":[53,61,79,83,87,91,96,104,115,124,160,168,171],"first":[54],"analytical":[55],"proof":[56],"that":[57,159],"under":[58],"reasonable":[59],"assumptions,":[60],"OEO-CIM":[62],"not":[64],"a":[65],"heuristic":[66],"approach.":[67],"find":[69],"prove":[71,158],"bounds":[72],"on":[73,95,108,131],"its":[74,111,147],"performance":[75],"in":[76,138,146],"terms":[77],"of":[78,98,110,126,134,170],"expected":[80],"difference":[81],"between":[82,121],"objective":[84,173],"value":[85],"final":[88],"iteration":[89],"optimal":[92],"one,":[93],"number":[97],"iterations":[99],"required":[100],"it.":[102],"In":[103],"process,":[105],"we":[106],"emphasise":[107],"some":[109,144],"limitations":[112,152],"such":[113],"as":[114],"inability":[116],"handle":[118],"asymmetric":[119],"coupling":[120],"spins,":[122],"absence":[125],"external":[127],"magnetic":[128],"field":[129],"applied":[130],"them":[132],"(both":[133],"which":[135],"necessary":[137],"many":[139],"problems),":[141],"along":[142],"with":[143],"issues":[145],"convergence.":[148],"overcome":[150],"proposing":[154],"suitable":[155],"adjustments":[156],"improved":[161],"architecture":[162],"guaranteed":[164],"converge":[166],"optimum":[169],"relaxed":[172],"function.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
