{"id":"https://openalex.org/W3046910329","doi":"https://doi.org/10.1155/2020/5916818","title":"Research and Verification of Convolutional Neural Network Lightweight in BCI","display_name":"Research and Verification of Convolutional Neural Network Lightweight in BCI","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3046910329","doi":"https://doi.org/10.1155/2020/5916818","mag":"3046910329","pmid":"https://pubmed.ncbi.nlm.nih.gov/32802151"},"language":"en","primary_location":{"id":"doi:10.1155/2020/5916818","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/5916818","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2020/5916818.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cmmm/2020/5916818.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063780106","display_name":"Shipu Xu","orcid":"https://orcid.org/0000-0003-4721-0905"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]},{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210139732","display_name":"Shanghai Academy of Agricultural Sciences","ror":"https://ror.org/04ejmmq75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shipu Xu","raw_affiliation_strings":["Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China","Department of Software Engineering, Tongji University, Shanghai 201804, China"],"affiliations":[{"raw_affiliation_string":"Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China","institution_ids":["https://openalex.org/I4210139732","https://openalex.org/I4210093981"]},{"raw_affiliation_string":"Department of Software Engineering, Tongji University, Shanghai 201804, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058573557","display_name":"Runlong Li","orcid":null},"institutions":[{"id":"https://openalex.org/I67001856","display_name":"Shanghai Institute of Technology","ror":"https://ror.org/00fjzqj15","country_code":"CN","type":"education","lineage":["https://openalex.org/I67001856"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runlong Li","raw_affiliation_strings":["Department of Railway Transportation, Shanghai Institute of Technology, Shanghai 201418, China"],"affiliations":[{"raw_affiliation_string":"Department of Railway Transportation, Shanghai Institute of Technology, Shanghai 201418, China","institution_ids":["https://openalex.org/I67001856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101459077","display_name":"Yunsheng Wang","orcid":"https://orcid.org/0009-0002-6832-9518"},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210139732","display_name":"Shanghai Academy of Agricultural Sciences","ror":"https://ror.org/04ejmmq75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunsheng Wang","raw_affiliation_strings":["Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China"],"affiliations":[{"raw_affiliation_string":"Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China","institution_ids":["https://openalex.org/I4210139732","https://openalex.org/I4210093981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103166030","display_name":"Yong Liu","orcid":"https://orcid.org/0000-0002-6839-4769"},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210139732","display_name":"Shanghai Academy of Agricultural Sciences","ror":"https://ror.org/04ejmmq75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Liu","raw_affiliation_strings":["Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China"],"affiliations":[{"raw_affiliation_string":"Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China","institution_ids":["https://openalex.org/I4210139732","https://openalex.org/I4210093981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102903194","display_name":"Wenwen Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210139732","display_name":"Shanghai Academy of Agricultural Sciences","ror":"https://ror.org/04ejmmq75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenwen Hu","raw_affiliation_strings":["Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China"],"affiliations":[{"raw_affiliation_string":"Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China","institution_ids":["https://openalex.org/I4210139732","https://openalex.org/I4210093981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079593816","display_name":"Yingjing Wu","orcid":"https://orcid.org/0000-0002-7076-9750"},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210139732","display_name":"Shanghai Academy of Agricultural Sciences","ror":"https://ror.org/04ejmmq75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjing Wu","raw_affiliation_strings":["Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China"],"affiliations":[{"raw_affiliation_string":"Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China","institution_ids":["https://openalex.org/I4210139732","https://openalex.org/I4210093981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361483","display_name":"Chenxi Zhang","orcid":"https://orcid.org/0000-0002-1336-9451"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chenxi Zhang","raw_affiliation_strings":["Department of Software Engineering, Tongji University, Shanghai 201804, China"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Tongji University, Shanghai 201804, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100353230","display_name":"Chang Liu","orcid":"https://orcid.org/0000-0002-3047-1597"},"institutions":[{"id":"https://openalex.org/I927504317","display_name":"Nanchang Hangkong University","ror":"https://ror.org/0369pvp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I927504317"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chang Liu","raw_affiliation_strings":["School of Information Engineering, Nanchang Hangkong University, Nanchang Jiangxi 330038, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang Hangkong University, Nanchang Jiangxi 330038, China","institution_ids":["https://openalex.org/I927504317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101862820","display_name":"Chao Ma","orcid":"https://orcid.org/0000-0002-4989-651X"},"institutions":[{"id":"https://openalex.org/I4210093981","display_name":"Agricultural Information Institute","ror":"https://ror.org/00q62zf58","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210093981","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210139732","display_name":"Shanghai Academy of Agricultural Sciences","ror":"https://ror.org/04ejmmq75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210139732"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Ma","raw_affiliation_strings":["Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China"],"affiliations":[{"raw_affiliation_string":"Agricultural Information Institutes of Science and Technology, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China","institution_ids":["https://openalex.org/I4210139732","https://openalex.org/I4210093981"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100353230","https://openalex.org/A5100361483","https://openalex.org/A5101862820"],"corresponding_institution_ids":["https://openalex.org/I116953780","https://openalex.org/I4210093981","https://openalex.org/I4210139732","https://openalex.org/I927504317"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.2943,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5657746,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9883999824523926,"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":0.9883999824523926,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9825999736785889,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9815000295639038,"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/computer-science","display_name":"Computer science","score":0.7593410015106201},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.7344512939453125},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6877576112747192},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6478204131126404},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6417217254638672},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6167859435081482},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5023963451385498},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4976394474506378},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.49106407165527344},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44769585132598877},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40695011615753174},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3930259644985199},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3500177264213562},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2906602621078491},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12284252047538757}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7593410015106201},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.7344512939453125},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6877576112747192},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6478204131126404},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6417217254638672},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6167859435081482},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5023963451385498},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4976394474506378},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.49106407165527344},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44769585132598877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40695011615753174},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3930259644985199},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3500177264213562},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2906602621078491},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12284252047538757},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D005149","descriptor_name":"Facial Expression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005149","descriptor_name":"Facial Expression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005149","descriptor_name":"Facial Expression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1155/2020/5916818","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/5916818","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2020/5916818.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},{"id":"pmid:32802151","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32802151","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and mathematical methods in medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:c5903fef6fc642338beab9f8082f12be","is_oa":true,"landing_page_url":"https://doaj.org/article/c5903fef6fc642338beab9f8082f12be","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational and Mathematical Methods in Medicine, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2020/5916818","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/5916818","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Research Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7416271","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7416271","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Math Methods Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2020/5916818","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2020/5916818","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2020/5916818.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.4300000071525574,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1266334437","display_name":null,"funder_award_id":"2017[B-09]","funder_id":"https://openalex.org/F4320322449","funder_display_name":"Tongji University"},{"id":"https://openalex.org/G8785872372","display_name":null,"funder_award_id":"2017[B-09]","funder_id":"https://openalex.org/F4320324227","funder_display_name":"Shanghai Academy of Agricultural Sciences"}],"funders":[{"id":"https://openalex.org/F4320322449","display_name":"Tongji University","ror":"https://ror.org/03rc6as71"},{"id":"https://openalex.org/F4320324227","display_name":"Shanghai Academy of Agricultural Sciences","ror":"https://ror.org/04ejmmq75"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3046910329.pdf","grobid_xml":"https://content.openalex.org/works/W3046910329.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2010262905","https://openalex.org/W2023057971","https://openalex.org/W2024986448","https://openalex.org/W2042708146","https://openalex.org/W2179352600","https://openalex.org/W2904688592","https://openalex.org/W2944315498","https://openalex.org/W2965171014"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W2561617217","https://openalex.org/W2025378473","https://openalex.org/W4391621807","https://openalex.org/W2355801475","https://openalex.org/W4206659427","https://openalex.org/W2170062176","https://openalex.org/W2148135840","https://openalex.org/W106004901","https://openalex.org/W2964954556"],"abstract_inverted_index":{"With":[0],"the":[1,8,25,43,52,64,73,78,92,99,129],"increasing":[2],"of":[3,7,16,54,56,66,72,101],"depth":[4],"and":[5,14,35,62,81,126],"complexity":[6],"convolutional":[9],"neural":[10],"network,":[11],"parameter":[12,116],"dimensionality":[13,53,117],"volume":[15],"computing":[17],"have":[18],"greatly":[19],"restricted":[20],"its":[21],"applications.":[22],"Based":[23],"on":[24],"SqueezeNet":[26],"network":[27,60,67,93,114,130],"structure,":[28],"this":[29,113],"study":[30],"introduces":[31],"a":[32,109],"block":[33,102],"convolution":[34,103],"uses":[36],"channel":[37],"shuffle":[38],"between":[39],"blocks":[40],"to":[41],"alleviate":[42],"information":[44],"jam.":[45],"The":[46,69],"method":[47],"is":[48,132],"aimed":[49],"at":[50],"reducing":[51],"parameters":[55,94],"in":[57,104],"an":[58],"original":[59],"structure":[61,105],"improving":[63],"efficiency":[65,83,127],"operation.":[68],"verification":[70],"performance":[71],"ORL":[74],"dataset":[75],"shows":[76],"that":[77],"classification":[79],"accuracy":[80,131],"convergence":[82,124],"are":[84,95],"not":[85],"reduced":[86,134],"or":[87],"even":[88],"slightly":[89],"improved":[90],"when":[91,128],"reduced,":[96],"which":[97],"supports":[98],"validity":[100],"lightweight.":[106],"Moreover,":[107],"using":[108],"classic":[110],"CIFAR-10":[111],"dataset,":[112],"decreases":[115],"while":[118],"accelerating":[119],"computational":[120],"processing,":[121],"with":[122],"excellent":[123],"stability":[125],"only":[133],"by":[135],"1.3%.":[136]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}