{"id":"https://openalex.org/W2941956715","doi":"https://doi.org/10.1109/access.2019.2910840","title":"Solving Quantum Channel Discrimination Problem With Quantum Networks and Quantum Neural Networks","display_name":"Solving Quantum Channel Discrimination Problem With Quantum Networks and Quantum Neural Networks","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2941956715","doi":"https://doi.org/10.1109/access.2019.2910840","mag":"2941956715"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2910840","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2910840","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08689007.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08689007.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089792590","display_name":"Penghui Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng-Hui Qiu","raw_affiliation_strings":["Department of Communications Science and Engineering, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9576-246X","affiliations":[{"raw_affiliation_string":"Department of Communications Science and Engineering, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032482121","display_name":"Xiaoguang Chen","orcid":"https://orcid.org/0000-0003-1556-563X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Guang Chen","raw_affiliation_strings":["Department of Communications Science and Engineering, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-1556-563X","affiliations":[{"raw_affiliation_string":"Department of Communications Science and Engineering, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010583638","display_name":"Yi-Wei Shi","orcid":"https://orcid.org/0000-0003-2169-8789"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-Wei Shi","raw_affiliation_strings":["Department of Communications Science and Engineering, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communications Science and Engineering, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7059,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.77336492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"50214","last_page":"50222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10020","display_name":"Quantum Information and Cryptography","score":0.9995999932289124,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.9995999932289124,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9994999766349792,"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/T10622","display_name":"Quantum Mechanics and Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quantum-channel","display_name":"Quantum channel","score":0.6948294639587402},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6559539437294006},{"id":"https://openalex.org/keywords/quantum-network","display_name":"Quantum network","score":0.6241892576217651},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5541735887527466},{"id":"https://openalex.org/keywords/qubit","display_name":"Qubit","score":0.4935849905014038},{"id":"https://openalex.org/keywords/quantum-capacity","display_name":"Quantum capacity","score":0.4383418560028076},{"id":"https://openalex.org/keywords/quantum-state","display_name":"Quantum state","score":0.43573009967803955},{"id":"https://openalex.org/keywords/amplitude-damping-channel","display_name":"Amplitude damping channel","score":0.4194774925708771},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4039551019668579},{"id":"https://openalex.org/keywords/quantum-information","display_name":"Quantum information","score":0.3751320242881775},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3491041958332062},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.2586210370063782},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2567892372608185},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22182869911193848}],"concepts":[{"id":"https://openalex.org/C187486625","wikidata":"https://www.wikidata.org/wiki/Q2122176","display_name":"Quantum channel","level":4,"score":0.6948294639587402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6559539437294006},{"id":"https://openalex.org/C186468114","wikidata":"https://www.wikidata.org/wiki/Q836478","display_name":"Quantum network","level":4,"score":0.6241892576217651},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5541735887527466},{"id":"https://openalex.org/C203087015","wikidata":"https://www.wikidata.org/wiki/Q378201","display_name":"Qubit","level":3,"score":0.4935849905014038},{"id":"https://openalex.org/C41241483","wikidata":"https://www.wikidata.org/wiki/Q7269015","display_name":"Quantum capacity","level":5,"score":0.4383418560028076},{"id":"https://openalex.org/C15706264","wikidata":"https://www.wikidata.org/wiki/Q230883","display_name":"Quantum state","level":3,"score":0.43573009967803955},{"id":"https://openalex.org/C206040425","wikidata":"https://www.wikidata.org/wiki/Q4748511","display_name":"Amplitude damping channel","level":5,"score":0.4194774925708771},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4039551019668579},{"id":"https://openalex.org/C169699857","wikidata":"https://www.wikidata.org/wiki/Q2122243","display_name":"Quantum information","level":3,"score":0.3751320242881775},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3491041958332062},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.2586210370063782},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2567892372608185},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22182869911193848},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2910840","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2910840","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08689007.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:12047a4fdb56497d94b3629a434a4054","is_oa":false,"landing_page_url":"https://doaj.org/article/12047a4fdb56497d94b3629a434a4054","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 50214-50222 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2910840","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2910840","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08689007.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2941956715.pdf","grobid_xml":"https://content.openalex.org/works/W2941956715.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1409569118","https://openalex.org/W1491569431","https://openalex.org/W1576311504","https://openalex.org/W1798778679","https://openalex.org/W1993110399","https://openalex.org/W1993530500","https://openalex.org/W1997556147","https://openalex.org/W2023885784","https://openalex.org/W2026117223","https://openalex.org/W2029587304","https://openalex.org/W2030570094","https://openalex.org/W2041907204","https://openalex.org/W2042837944","https://openalex.org/W2051086903","https://openalex.org/W2055324802","https://openalex.org/W2057453482","https://openalex.org/W2060530067","https://openalex.org/W2077132176","https://openalex.org/W2110340204","https://openalex.org/W2137647757","https://openalex.org/W2138966110","https://openalex.org/W2142024874","https://openalex.org/W2160347918","https://openalex.org/W2169648571","https://openalex.org/W2174517528","https://openalex.org/W2294902379","https://openalex.org/W2474852342","https://openalex.org/W2480842065","https://openalex.org/W2524198841","https://openalex.org/W2597484483","https://openalex.org/W2764347725","https://openalex.org/W2789384277","https://openalex.org/W2790388700","https://openalex.org/W2794444783","https://openalex.org/W2796293949","https://openalex.org/W2796615720","https://openalex.org/W2803434569","https://openalex.org/W2888556288","https://openalex.org/W2891723765","https://openalex.org/W2900475422","https://openalex.org/W3100230369","https://openalex.org/W3100524017","https://openalex.org/W3101201880","https://openalex.org/W3104962094","https://openalex.org/W4206028667","https://openalex.org/W4251076299","https://openalex.org/W6629401538","https://openalex.org/W6669694288"],"related_works":["https://openalex.org/W4388082418","https://openalex.org/W4382618708","https://openalex.org/W1624090613","https://openalex.org/W3113049303","https://openalex.org/W2056138576","https://openalex.org/W2948269362","https://openalex.org/W2081774418","https://openalex.org/W2951305915","https://openalex.org/W2072036511","https://openalex.org/W4292092007"],"abstract_inverted_index":{"Distinguishing":[0],"one":[1],"quantum":[2,15,24,43,51,61,99,105,147],"channel":[3,25,62,83],"from":[4],"another":[5],"becomes":[6],"a":[7,98,140],"next":[8],"natural":[9],"question":[10],"following":[11],"the":[12,21,28,32,40,50,60,66,79,89,93,108,116,119],"advent":[13],"of":[14,23,73,82,121,134],"state":[16],"discrimination.":[17],"Here,":[18],"we":[19,69,96,114],"address":[20],"problem":[22],"discrimination":[26,63,84],"with":[27],"separable":[29],"states":[30,34],"and":[31,45,49],"entangled":[33,90],"input.":[35],"Two":[36],"schemes,":[37],"based":[38],"on":[39],"simulator":[41],"for":[42,143],"networks":[44],"channels":[46,106],"framework":[47],"(SQUANCH)":[48],"machine":[52],"learning":[53,101],"toolbox":[54],"(QMLT),":[55],"are":[56],"proposed":[57],"to":[58,103,131],"perform":[59],"task.":[64],"In":[65,92],"first":[67],"scheme,":[68,95],"give":[70],"an":[71],"example":[72],"several":[74],"qubit":[75],"channels,":[76,125],"verify":[77],"that":[78],"performance":[80],"metrics":[81],"can":[85,128,138],"be":[86,129],"improved":[87],"by":[88],"states.":[91],"second":[94],"train":[97],"circuit":[100],"model":[102,127],"classify":[104],"using":[107],"Adam":[109],"stochastic":[110],"optimization":[111],"algorithm.":[112],"Although":[113],"consider":[115],"distinguishability":[117],"in":[118],"case":[120],"only":[122],"two":[123],"possible":[124],"this":[126],"extended":[130],"any":[132],"number":[133],"channels.":[135,148],"This":[136],"method":[137],"provide":[139],"good":[141],"solution":[142],"distinguishing":[144],"some":[145],"complex":[146]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}