{"id":"https://openalex.org/W3173851218","doi":"https://doi.org/10.1109/tnnls.2021.3085314","title":"Centralized and Collective Neurodynamic Optimization Approaches for Sparse Signal Reconstruction via <i>L</i>\u2081-Minimization","display_name":"Centralized and Collective Neurodynamic Optimization Approaches for Sparse Signal Reconstruction via <i>L</i>\u2081-Minimization","publication_year":2021,"publication_date":"2021-06-22","ids":{"openalex":"https://openalex.org/W3173851218","doi":"https://doi.org/10.1109/tnnls.2021.3085314","mag":"3173851218","pmid":"https://pubmed.ncbi.nlm.nih.gov/34156950"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2021.3085314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2021.3085314","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5106407478","display_name":"You Zhao","orcid":"https://orcid.org/0000-0002-5064-044X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"You Zhao","raw_affiliation_strings":["Key Laboratory of Dependable Services Computing in Cyber Physical Society-Ministry of Education, College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Dependable Services Computing in Cyber Physical Society-Ministry of Education, College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022342592","display_name":"Xiaofeng Liao","orcid":"https://orcid.org/0000-0002-3566-8161"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Liao","raw_affiliation_strings":["Key Laboratory of Dependable Services Computing in Cyber Physical Society-Ministry of Education, College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-3566-8161","affiliations":[{"raw_affiliation_string":"Key Laboratory of Dependable Services Computing in Cyber Physical Society-Ministry of Education, College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001504963","display_name":"Xing He","orcid":"https://orcid.org/0000-0001-8652-8479"},"institutions":[{"id":"https://openalex.org/I142108993","display_name":"Southwest University","ror":"https://ror.org/01kj4z117","country_code":"CN","type":"education","lineage":["https://openalex.org/I142108993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing He","raw_affiliation_strings":["Chongqing Key Laboratory of Nonlinear Circuits and Intelligent Information Processing, School of Electronics and Information Engineering, Southwest University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-8652-8479","affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Nonlinear Circuits and Intelligent Information Processing, School of Electronics and Information Engineering, Southwest University, Chongqing, China","institution_ids":["https://openalex.org/I142108993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090289451","display_name":"Rongqiang Tang","orcid":"https://orcid.org/0000-0003-1560-2891"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongqiang Tang","raw_affiliation_strings":["Key Laboratory of Dependable Services Computing in Cyber Physical Society-Ministry of Education, College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Dependable Services Computing in Cyber Physical Society-Ministry of Education, College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0406,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.92109643,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"33","issue":"12","first_page":"7488","last_page":"7501"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9975000023841858,"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/notation","display_name":"Notation","score":0.7976836562156677},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.5777050256729126},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5006766319274902},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.48047012090682983},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42651450634002686},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4233360290527344},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3941720426082611},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37309789657592773},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3388071656227112},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.0790906548500061}],"concepts":[{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.7976836562156677},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5777050256729126},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5006766319274902},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.48047012090682983},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42651450634002686},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4233360290527344},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3941720426082611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37309789657592773},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3388071656227112},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0790906548500061},{"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}],"mesh":[{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","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}],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2021.3085314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2021.3085314","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:34156950","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34156950","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":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2304842078","display_name":"\u79fb\u52a8\u793e\u4f1a\u5a92\u4f53\u5927\u6570\u636e\u5171\u4eab\u4ea4\u6362\u4e2d\u7684\u9690\u79c1\u4fdd\u62a4\u7814\u7a76","funder_award_id":"61932006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3361839962","display_name":null,"funder_award_id":"XDJK2020TY003","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5688462277","display_name":"\u57fa\u4e8e\u5b8c\u5168\u81ea\u6cbb\u7684\u4e2a\u4eba\u6570\u636e\u4ea4\u6613\u7684\u9690\u79c1\u4fdd\u62a4\u673a\u5236\u7814\u7a76","funder_award_id":"61772434","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8288271537","display_name":null,"funder_award_id":"2018AAA0100101","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W644136860","https://openalex.org/W1968094122","https://openalex.org/W2005122474","https://openalex.org/W2015418199","https://openalex.org/W2016781564","https://openalex.org/W2027741263","https://openalex.org/W2028781966","https://openalex.org/W2034260606","https://openalex.org/W2043343480","https://openalex.org/W2069959554","https://openalex.org/W2078204800","https://openalex.org/W2099641086","https://openalex.org/W2109449402","https://openalex.org/W2109668884","https://openalex.org/W2110663062","https://openalex.org/W2123031198","https://openalex.org/W2127271355","https://openalex.org/W2146047955","https://openalex.org/W2164078599","https://openalex.org/W2164642931","https://openalex.org/W2167732364","https://openalex.org/W2284760372","https://openalex.org/W2341544006","https://openalex.org/W2488243001","https://openalex.org/W2521320587","https://openalex.org/W2526043704","https://openalex.org/W2611497108","https://openalex.org/W2752388197","https://openalex.org/W2766228189","https://openalex.org/W2777690084","https://openalex.org/W2777821919","https://openalex.org/W2796434525","https://openalex.org/W2805747803","https://openalex.org/W2893025380","https://openalex.org/W2901097255","https://openalex.org/W2906898454","https://openalex.org/W2915522415","https://openalex.org/W2921807926","https://openalex.org/W2934255510","https://openalex.org/W2936870882","https://openalex.org/W2980820220","https://openalex.org/W3009906994","https://openalex.org/W3033889290","https://openalex.org/W3035066789","https://openalex.org/W3089975434","https://openalex.org/W4250955649","https://openalex.org/W6681521150","https://openalex.org/W6684045843"],"related_works":["https://openalex.org/W2504004674","https://openalex.org/W1987679298","https://openalex.org/W2963177394","https://openalex.org/W4313359513","https://openalex.org/W2498744856","https://openalex.org/W4390482104","https://openalex.org/W322408318","https://openalex.org/W149041114","https://openalex.org/W1965815883","https://openalex.org/W763418848"],"abstract_inverted_index":{"This":[0],"article":[1],"develops":[2],"several":[3,132],"centralized":[4,19,90,145],"and":[5,30,37,43,64,93,138,146,152],"collective":[6,55,83,119,147],"neurodynamic":[7,20,56,84,91,120,148],"approaches":[8,21,57,85,92,121,149],"for":[9],"sparse":[10,136],"signal":[11,137],"reconstruction":[12,140],"by":[13],"solving":[14],"the$L_{1}$-minimization":[15,74,125],"problem.":[16],"First,":[17],"two":[18,77,82],"are":[22,48,97,150],"designed":[23],"based":[24,86],"on":[25,87,135],"the":[26,31,41,54,59,88,101,113,118],"augmented":[27],"Lagrange":[28,32],"method":[29,33],"with":[34,124],"derivative":[35],"feedback":[36],"projection":[38],"operator.":[39],"Then,":[40],"optimality":[42],"global":[44],"convergence":[45],"of":[46,61],"them":[47],"derived.":[49],"In":[50],"addition,":[51],"considering":[52],"that":[53,142],"have":[58],"function":[60],"information":[62,66],"protection":[63],"distributed":[65,129],"processing,":[67],"first,":[68],"under":[69],"mild":[70],"conditions,":[71],"we":[72,109],"transform":[73],"problem":[75,126],"into":[76],"network":[78,103],"optimization":[79,104],"problems.":[80,105],"Later,":[81],"above":[89],"multiagent":[94],"consensus":[95],"theory":[96],"proposed":[98,144],"to":[99,116,122],"address":[100],"obtained":[102],"As":[106],"far":[107],"as":[108],"know,":[110],"this":[111],"is":[112],"first":[114],"attempt":[115],"use":[117],"deal":[123],"in":[127],"a":[128],"manner.":[130],"Finally,":[131],"comparative":[133],"experiments":[134],"image":[139],"demonstrate":[141],"our":[143],"efficient":[151],"effective.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2021-07-05T00:00:00"}
