{"id":"https://openalex.org/W3184980640","doi":"https://doi.org/10.1109/access.2021.3099952","title":"DivNet: Efficient Convolutional Neural Network via Multilevel Hierarchical Architecture Design","display_name":"DivNet: Efficient Convolutional Neural Network via Multilevel Hierarchical Architecture Design","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3184980640","doi":"https://doi.org/10.1109/access.2021.3099952","mag":"3184980640"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3099952","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3099952","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09495788.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/9312710/09495788.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085176162","display_name":"Bachir Kaddar","orcid":"https://orcid.org/0000-0003-4385-8683"},"institutions":[{"id":"https://openalex.org/I3124969661","display_name":"Universit\u00e9 des Sciences et de la Technologie d'Oran Mohamed Boudiaf","ror":"https://ror.org/02nbj1r55","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3124969661"]},{"id":"https://openalex.org/I4210106700","display_name":"Universit\u00e9 IBN Khaldoun Tiaret","ror":"https://ror.org/018jjaw76","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210106700"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Bachir Kaddar","raw_affiliation_strings":["Department of Computer Sciences, Universit\u00e9 des Sciences et de la Technologie d\u2019Oran Mohamed Boudiaf (USTO-MB), Bir El Djir, Oran, Algeria","Department of Natural and Life Sciences, University Ibn Khaldoun, Tiaret, Algeria","ORCiD"],"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, Universit\u00e9 des Sciences et de la Technologie d\u2019Oran Mohamed Boudiaf (USTO-MB), Bir El Djir, Oran, Algeria","institution_ids":["https://openalex.org/I3124969661"]},{"raw_affiliation_string":"Department of Natural and Life Sciences, University Ibn Khaldoun, Tiaret, Algeria","institution_ids":["https://openalex.org/I4210106700"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081369220","display_name":"Hadria Fizazi","orcid":"https://orcid.org/0000-0002-7103-6516"},"institutions":[{"id":"https://openalex.org/I3124969661","display_name":"Universit\u00e9 des Sciences et de la Technologie d'Oran Mohamed Boudiaf","ror":"https://ror.org/02nbj1r55","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3124969661"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Hadria Fizazi","raw_affiliation_strings":["Department of Computer Sciences, Universit\u00e9 des Sciences et de la Technologie d\u2019Oran Mohamed Boudiaf (USTO-MB), Bir El Djir, Oran, Algeria","Department of Computer Sciences, Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf (USTO-MB), Bir El Djir, Oran, Algeria"],"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, Universit\u00e9 des Sciences et de la Technologie d\u2019Oran Mohamed Boudiaf (USTO-MB), Bir El Djir, Oran, Algeria","institution_ids":["https://openalex.org/I3124969661"]},{"raw_affiliation_string":"Department of Computer Sciences, Université des Sciences et de la Technologie d’Oran Mohamed Boudiaf (USTO-MB), Bir El Djir, Oran, Algeria","institution_ids":["https://openalex.org/I3124969661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041862976","display_name":"Miguel Hern\u00e1ndez-Cabronero","orcid":"https://orcid.org/0000-0001-9301-4337"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel Hernandez-Cabronero","raw_affiliation_strings":["Department of Information and Communications Engineering, Universitat Aut\u00f2noma de Barcelona, Cerdanyola del Vall\u00e8s, Bellaterra, Spain","Department of Information and Communications Engineering, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Bellaterra, Spain","ORCiD"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communications Engineering, Universitat Aut\u00f2noma de Barcelona, Cerdanyola del Vall\u00e8s, Bellaterra, Spain","institution_ids":["https://openalex.org/I123044942"]},{"raw_affiliation_string":"Department of Information and Communications Engineering, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Bellaterra, Spain","institution_ids":["https://openalex.org/I123044942"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100634965","display_name":"V\u00edctor S\u00e1nchez","orcid":"https://orcid.org/0000-0002-7089-7031"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Victor Sanchez","raw_affiliation_strings":["Department of Computer Science, University of Warwick, Coventry, U.K","ORCiD"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048546942","display_name":"Joan Serra-Sagrist\u00e0","orcid":"https://orcid.org/0000-0003-4729-9292"},"institutions":[{"id":"https://openalex.org/I123044942","display_name":"Universitat Aut\u00f2noma de Barcelona","ror":"https://ror.org/052g8jq94","country_code":"ES","type":"education","lineage":["https://openalex.org/I123044942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Joan Serra-Sagrista","raw_affiliation_strings":["Department of Information and Communications Engineering, Universitat Aut\u00f2noma de Barcelona, Cerdanyola del Vall\u00e8s, Bellaterra, Spain","Department of Information and Communications Engineering, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Bellaterra, Spain","ORCiD"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communications Engineering, Universitat Aut\u00f2noma de Barcelona, Cerdanyola del Vall\u00e8s, Bellaterra, Spain","institution_ids":["https://openalex.org/I123044942"]},{"raw_affiliation_string":"Department of Information and Communications Engineering, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Bellaterra, Spain","institution_ids":["https://openalex.org/I123044942"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085176162"],"corresponding_institution_ids":["https://openalex.org/I3124969661","https://openalex.org/I4210106700"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.4855,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.64902502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"105892","last_page":"105901"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12676","display_name":"Machine Learning and ELM","score":0.9987999796867371,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8485720157623291},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.684023916721344},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.5548136830329895},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5191506743431091},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5163154006004333},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5094016194343567},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4830816090106964},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.41276824474334717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4015129506587982},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40026623010635376},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33640408515930176},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19727280735969543}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8485720157623291},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.684023916721344},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.5548136830329895},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5191506743431091},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5163154006004333},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5094016194343567},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4830816090106964},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.41276824474334717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4015129506587982},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40026623010635376},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33640408515930176},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19727280735969543},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3099952","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3099952","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09495788.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:645aad8c01c44835b6f8001641a87f91","is_oa":true,"landing_page_url":"https://doaj.org/article/645aad8c01c44835b6f8001641a87f91","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 105892-105901 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3099952","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3099952","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09495788.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/9","display_name":"Industry, innovation and infrastructure","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G1258440726","display_name":null,"funder_award_id":"(MINECO","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G2590092385","display_name":null,"funder_award_id":"801370","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2689612763","display_name":null,"funder_award_id":"Marie","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3080421105","display_name":null,"funder_award_id":"RTI2018-095287-B-I00","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4117037826","display_name":null,"funder_award_id":"2017SGR-463","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G4516762436","display_name":null,"funder_award_id":"FEDER, EU","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G4551337104","display_name":null,"funder_award_id":"2017SGR-463","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G4607389008","display_name":null,"funder_award_id":"MINECO/FEDER","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G495392292","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5282218506","display_name":null,"funder_award_id":"RTI2018-095287-B-I00","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5289749192","display_name":null,"funder_award_id":"RTI2018-095287-B-I00","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G5826542348","display_name":null,"funder_award_id":"MINECO/FEDER","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G6230195901","display_name":null,"funder_award_id":"2017SGR-463","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G6298273575","display_name":null,"funder_award_id":"RTI2018","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G7099904870","display_name":null,"funder_award_id":"RTI2018-095287-B-I00","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G7420919289","display_name":null,"funder_award_id":"FEDER","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8461804941","display_name":null,"funder_award_id":"801370","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G875443783","display_name":null,"funder_award_id":"2018-BP-00008","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G8826631963","display_name":null,"funder_award_id":"Horizon 2020 Program","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3184980640.pdf","grobid_xml":"https://content.openalex.org/works/W3184980640.grobid-xml"},"referenced_works_count":84,"referenced_works":["https://openalex.org/W1650736245","https://openalex.org/W1686810756","https://openalex.org/W1799366690","https://openalex.org/W1821462560","https://openalex.org/W1825672851","https://openalex.org/W1836465849","https://openalex.org/W1900913856","https://openalex.org/W1901129140","https://openalex.org/W1902934009","https://openalex.org/W1932847118","https://openalex.org/W1996901117","https://openalex.org/W2079735306","https://openalex.org/W2097117768","https://openalex.org/W2117539524","https://openalex.org/W2119144962","https://openalex.org/W2130306094","https://openalex.org/W2161591461","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2233116163","https://openalex.org/W2267635276","https://openalex.org/W2271840356","https://openalex.org/W2279098554","https://openalex.org/W2319920447","https://openalex.org/W2342591535","https://openalex.org/W2524428287","https://openalex.org/W2531409750","https://openalex.org/W2549139847","https://openalex.org/W2594529350","https://openalex.org/W2612445135","https://openalex.org/W2622826443","https://openalex.org/W2782417188","https://openalex.org/W2800428890","https://openalex.org/W2883780447","https://openalex.org/W2885311373","https://openalex.org/W2904990944","https://openalex.org/W2949117887","https://openalex.org/W2949264490","https://openalex.org/W2950967261","https://openalex.org/W2952899695","https://openalex.org/W2962860144","https://openalex.org/W2963048316","https://openalex.org/W2963114950","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2963342610","https://openalex.org/W2963419583","https://openalex.org/W2963674932","https://openalex.org/W2963778169","https://openalex.org/W2963918968","https://openalex.org/W2964212578","https://openalex.org/W2964299589","https://openalex.org/W2964349401","https://openalex.org/W2964350391","https://openalex.org/W2967733054","https://openalex.org/W2996721521","https://openalex.org/W4255158661","https://openalex.org/W4294371482","https://openalex.org/W4295262505","https://openalex.org/W4297775537","https://openalex.org/W6637078681","https://openalex.org/W6637373629","https://openalex.org/W6638444622","https://openalex.org/W6638523607","https://openalex.org/W6638667902","https://openalex.org/W6638839971","https://openalex.org/W6639703010","https://openalex.org/W6677580257","https://openalex.org/W6679349572","https://openalex.org/W6679667936","https://openalex.org/W6683826617","https://openalex.org/W6684191040","https://openalex.org/W6693397755","https://openalex.org/W6694260854","https://openalex.org/W6694517276","https://openalex.org/W6695314431","https://openalex.org/W6700264148","https://openalex.org/W6727208969","https://openalex.org/W6734593296","https://openalex.org/W6737664043","https://openalex.org/W6745614327","https://openalex.org/W6749810415","https://openalex.org/W6753278433","https://openalex.org/W6756999639"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W3034529322","https://openalex.org/W2113597336","https://openalex.org/W2155505549","https://openalex.org/W2115913271","https://openalex.org/W2357479218","https://openalex.org/W1819546284","https://openalex.org/W4321487865","https://openalex.org/W1970095541","https://openalex.org/W4294579757"],"abstract_inverted_index":{"Designing":[0],"small":[1,190],"and":[2,108,142,153,159,163,182],"efficient":[3,70],"mobile":[4,71,79],"neural":[5,30],"networks":[6,31],"is":[7,12,38,55],"difficult":[8],"because":[9],"the":[10,15,19,45,92,98,120,156,166],"challenge":[11],"to":[13,67,88],"determine":[14],"architecture":[16,94],"that":[17,37,118,136],"achieves":[18,178],"best":[20,99],"performance":[21,128],"under":[22],"a":[23,34,74,126],"given":[24],"limited":[25],"computational":[26],"scenario.":[27],"Previous":[28],"lightweight":[29],"rely":[32],"on":[33,132,155,165],"cell":[35],"module":[36],"repeated":[39],"in":[40],"all":[41],"stacked":[42,103],"layers":[43],"across":[44],"network.":[46],"These":[47],"approaches":[48],"do":[49],"not":[50],"permit":[51],"layer":[52],"diversity,":[53],"which":[54],"critical":[56],"for":[57],"achieving":[58],"strong":[59],"performance.":[60,109],"This":[61],"paper":[62],"presents":[63],"an":[64,69],"experimental":[65],"study":[66],"develop":[68],"network":[72],"using":[73],"hierarchical":[75],"architecture.":[76],"Our":[77,130],"proposed":[78,121],"network,":[80],"called":[81],"Diversity":[82],"Network":[83],"(DivNet),":[84],"has":[85],"been":[86],"shown":[87],"perform":[89],"better":[90,187],"than":[91,188],"basic":[93],"generally":[95],"employed":[96],"by":[97,150,160],"high-efficiency":[100],"models-with":[101],"simply":[102],"layers-,":[104],"regarding":[105],"complexity":[106],"cost":[107],"A":[110],"set":[111],"of":[112],"architectural":[113],"design":[114],"decisions":[115],"are":[116],"described":[117],"reduce":[119],"model":[122],"size":[123],"while":[124],"yielding":[125],"significant":[127],"improvement.":[129],"experiments":[131],"image":[133],"classification":[134],"show":[135],"compared":[137],"to,":[138],"respectively,":[139],"MobileNetV2,":[140],"SqueezeNet,":[141,194],"ShuffleNetV2,":[143],"our":[144,175],"proposal":[145,176],"DivNet":[146,177],"can":[147],"improve":[148],"accuracy":[149,181],"2.09%,":[151],"0.76%,":[152],"0.66%":[154],"CIFAR100":[157],"dataset,":[158],"0.05%,":[161],"4.96%,":[162],"1.13%":[164],"CIFAR10":[167],"dataset.":[168],"On":[169],"more":[170],"complex":[171],"datasets,":[172],"e.g.,":[173],"ImageNet,":[174],"70.65%":[179],"Top-1":[180],"90.23%":[183],"Top-5":[184],"accuracy,":[185],"still":[186],"other":[189],"models":[191],"like":[192],"MobilNet,":[193],"ShuffleNet.":[195]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}