{"id":"https://openalex.org/W4389374145","doi":"https://doi.org/10.1145/3628797.3628946","title":"Entangled topologies for quanvolutional neural networks in quantum image processing","display_name":"Entangled topologies for quanvolutional neural networks in quantum image processing","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4389374145","doi":"https://doi.org/10.1145/3628797.3628946"},"language":"en","primary_location":{"id":"doi:10.1145/3628797.3628946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3628797.3628946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Symposium on Information and Communication Technology","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/A5037826508","display_name":"Vu Tuan Hai","orcid":"https://orcid.org/0000-0002-2293-0968"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vu Tuan Hai","raw_affiliation_strings":["Faculty of Software Engineering, University of Information Technology, Viet Nam and Vietnam National University, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Software Engineering, University of Information Technology, Viet Nam and Vietnam National University, Vietnam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033893320","display_name":"Pham The Bao","orcid":"https://orcid.org/0000-0002-4847-4366"},"institutions":[{"id":"https://openalex.org/I47807185","display_name":"Saigon University","ror":"https://ror.org/01f1fsr30","country_code":"VN","type":"education","lineage":["https://openalex.org/I47807185"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Pham The Bao","raw_affiliation_strings":["Faculty of Information Technology, Saigon University, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Saigon University, Viet Nam","institution_ids":["https://openalex.org/I47807185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037826508"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1748,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5824978,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"357","last_page":"362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9995999932289124,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","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/T10020","display_name":"Quantum Information and Cryptography","score":0.992900013923645,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9911999702453613,"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":0.7491395473480225},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6678205728530884},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6475844979286194},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6439430713653564},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.585056722164154},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5228598117828369},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.4655405282974243},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.4478873312473297},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43304163217544556},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.41959407925605774},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4123545289039612},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40752819180488586},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3543132543563843}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7491395473480225},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6678205728530884},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6475844979286194},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6439430713653564},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.585056722164154},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5228598117828369},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.4655405282974243},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.4478873312473297},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43304163217544556},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.41959407925605774},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4123545289039612},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40752819180488586},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3543132543563843},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3628797.3628946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3628797.3628946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Symposium on Information and Communication Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2051446825","https://openalex.org/W2094908058","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2194775991","https://openalex.org/W2618530766","https://openalex.org/W2750384547","https://openalex.org/W2781738013","https://openalex.org/W2801908214","https://openalex.org/W2888774813","https://openalex.org/W2931020703","https://openalex.org/W2962835968","https://openalex.org/W2975305172","https://openalex.org/W3007475506","https://openalex.org/W3009488992","https://openalex.org/W3047378565","https://openalex.org/W3100806676","https://openalex.org/W3100931082","https://openalex.org/W3116184205","https://openalex.org/W3132743969","https://openalex.org/W3132927810","https://openalex.org/W3157243312","https://openalex.org/W3168997536","https://openalex.org/W3173713405","https://openalex.org/W3174750962","https://openalex.org/W3195997474","https://openalex.org/W3206451759","https://openalex.org/W3207073666","https://openalex.org/W4205440014","https://openalex.org/W4220747861","https://openalex.org/W4313525705"],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W4389724018","https://openalex.org/W4318719684","https://openalex.org/W4318559728","https://openalex.org/W3183136280","https://openalex.org/W2775233965","https://openalex.org/W3114716045","https://openalex.org/W4360995913"],"abstract_inverted_index":{"Image":[0],"classification":[1,19],"and":[2,48],"image":[3,51],"processing":[4,52],"are":[5],"critical":[6],"tasks":[7],"that":[8,88],"form":[9],"the":[10,42,59,78,82],"basis":[11],"for":[12,77],"problems":[13],"in":[14,64],"computer":[15],"vision.":[16],"Recently,":[17],"numerous":[18],"techniques":[20],"based":[21],"on":[22],"quantum":[23,79],"machine":[24],"learning":[25],"have":[26],"been":[27],"proposed,":[28],"such":[29],"as":[30],"quanvolutional":[31],"neural":[32],"network":[33],"(QNN)":[34],"-":[35],"a":[36,74,90,101],"hybrid":[37],"quantum-classical":[38],"model":[39],"which":[40],"has":[41],"potential":[43],"to":[44,66],"process":[45],"high-resolution":[46],"images":[47],"outperform":[49],"current":[50],"techniques.":[53],"In":[54],"this":[55],"article,":[56],"we":[57],"investigate":[58],"use":[60],"of":[61,81,105],"entangled":[62],"topologies":[63],"QNN":[65,83,94],"extract":[67],"features":[68],"more":[69],"efficiently.":[70],"We":[71],"also":[72],"propose":[73],"training":[75],"strategy":[76],"part":[80],"model.":[84],"The":[85],"results":[86],"show":[87],"with":[89,100],"valid":[91],"hyperparameter,":[92],"our":[93],"achieves":[95],"higher":[96],"accuracy":[97],"than":[98],"CNN":[99],"significantly":[102],"smaller":[103],"number":[104],"parameters.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
