{"id":"https://openalex.org/W4388430406","doi":"https://doi.org/10.1109/tsmc.2023.3325732","title":"Synchronization of Fractional Stochastic Neural Networks: An Event Triggered Control Approach","display_name":"Synchronization of Fractional Stochastic Neural Networks: An Event Triggered Control Approach","publication_year":2023,"publication_date":"2023-11-06","ids":{"openalex":"https://openalex.org/W4388430406","doi":"https://doi.org/10.1109/tsmc.2023.3325732"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2023.3325732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3325732","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Synchronization_of_Fractional_Stochastic_Neural_Networks_An_Event_Triggered_Control_Approach/24735135","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076467463","display_name":"Sasikala Subramaniam","orcid":"https://orcid.org/0000-0002-4868-0354"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sasikala Subramaniam","raw_affiliation_strings":["Department of Mathematics, Vellore Institute of Technology, Vellore, India"],"raw_orcid":"https://orcid.org/0000-0002-4868-0354","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072923302","display_name":"Chee Peng Lim","orcid":"https://orcid.org/0000-0003-4191-9083"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Chee Peng Lim","raw_affiliation_strings":["Centre for Intelligent Systems Research, Deakin University (Geelong Campus), Geelong, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0003-4191-9083","affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University (Geelong Campus), Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054227916","display_name":"R. Rakkiyappan","orcid":"https://orcid.org/0000-0003-0809-2782"},"institutions":[{"id":"https://openalex.org/I111575329","display_name":"Bharathiar University","ror":"https://ror.org/04fht8c22","country_code":"IN","type":"education","lineage":["https://openalex.org/I111575329"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rakkiyappan Rajan","raw_affiliation_strings":["Department of Mathematics, Bharathiar University, Coimbatore, India"],"raw_orcid":"https://orcid.org/0000-0003-0809-2782","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Bharathiar University, Coimbatore, India","institution_ids":["https://openalex.org/I111575329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028742622","display_name":"Prakash Mani","orcid":"https://orcid.org/0000-0003-0420-4249"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prakash Mani","raw_affiliation_strings":["Department of Mathematics, Vellore Institute of Technology, Vellore, India"],"raw_orcid":"https://orcid.org/0000-0003-0420-4249","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Vellore Institute of Technology, Vellore, India","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5066,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.9333138,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"54","issue":"2","first_page":"1113","last_page":"1123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9997000098228455,"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":0.9805999994277954,"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"}},{"id":"https://openalex.org/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9760000109672546,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"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/computer-science","display_name":"Computer science","score":0.6992343664169312},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.672161877155304},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5982546806335449},{"id":"https://openalex.org/keywords/lyapunov-function","display_name":"Lyapunov function","score":0.571884274482727},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5690639615058899},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5235568881034851},{"id":"https://openalex.org/keywords/stochastic-differential-equation","display_name":"Stochastic differential equation","score":0.48666244745254517},{"id":"https://openalex.org/keywords/lyapunov-stability","display_name":"Lyapunov stability","score":0.4769124686717987},{"id":"https://openalex.org/keywords/stochastic-neural-network","display_name":"Stochastic neural network","score":0.4459899365901947},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4446716904640198},{"id":"https://openalex.org/keywords/differential-equation","display_name":"Differential equation","score":0.43911659717559814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2935735881328583},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.28449583053588867},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22718876600265503},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16652801632881165},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.1560075879096985},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.08276194334030151},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.07834407687187195}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6992343664169312},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.672161877155304},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5982546806335449},{"id":"https://openalex.org/C60640748","wikidata":"https://www.wikidata.org/wiki/Q2337858","display_name":"Lyapunov function","level":3,"score":0.571884274482727},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5690639615058899},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5235568881034851},{"id":"https://openalex.org/C51955184","wikidata":"https://www.wikidata.org/wiki/Q1545585","display_name":"Stochastic differential equation","level":2,"score":0.48666244745254517},{"id":"https://openalex.org/C2776829284","wikidata":"https://www.wikidata.org/wiki/Q1341651","display_name":"Lyapunov stability","level":3,"score":0.4769124686717987},{"id":"https://openalex.org/C86582703","wikidata":"https://www.wikidata.org/wiki/Q7617824","display_name":"Stochastic neural network","level":4,"score":0.4459899365901947},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4446716904640198},{"id":"https://openalex.org/C78045399","wikidata":"https://www.wikidata.org/wiki/Q11214","display_name":"Differential equation","level":2,"score":0.43911659717559814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2935735881328583},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.28449583053588867},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22718876600265503},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16652801632881165},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.1560075879096985},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.08276194334030151},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.07834407687187195},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsmc.2023.3325732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2023.3325732","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/24735135","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Synchronization_of_Fractional_Stochastic_Neural_Networks_An_Event_Triggered_Control_Approach/24735135","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/24735135","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Synchronization_of_Fractional_Stochastic_Neural_Networks_An_Event_Triggered_Control_Approach/24735135","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1880793639","https://openalex.org/W1963839355","https://openalex.org/W1967965856","https://openalex.org/W1977122601","https://openalex.org/W1986582332","https://openalex.org/W2008421196","https://openalex.org/W2037686415","https://openalex.org/W2106165847","https://openalex.org/W2489122898","https://openalex.org/W2594239660","https://openalex.org/W2626652548","https://openalex.org/W2756877916","https://openalex.org/W2778769003","https://openalex.org/W2884011545","https://openalex.org/W2982843445","https://openalex.org/W3028887812","https://openalex.org/W3043890756","https://openalex.org/W3088472029","https://openalex.org/W3093433422","https://openalex.org/W3128760576","https://openalex.org/W3152911104","https://openalex.org/W3156823496","https://openalex.org/W3172770782","https://openalex.org/W3194262391","https://openalex.org/W3196397733","https://openalex.org/W4205913654","https://openalex.org/W4210942273","https://openalex.org/W4213457707","https://openalex.org/W4221035076","https://openalex.org/W4224295380","https://openalex.org/W4280634039","https://openalex.org/W4281616720","https://openalex.org/W4287448255","https://openalex.org/W4289515813","https://openalex.org/W4290988144","https://openalex.org/W4295757744","https://openalex.org/W4299788335","https://openalex.org/W4361801524"],"related_works":["https://openalex.org/W1892888752","https://openalex.org/W2048727068","https://openalex.org/W2150442046","https://openalex.org/W2388734098","https://openalex.org/W2385412102","https://openalex.org/W2353355202","https://openalex.org/W2886869858","https://openalex.org/W2392442938","https://openalex.org/W2771006323","https://openalex.org/W1987881260"],"abstract_inverted_index":{"Neural":[0],"networks":[1,30,168],"(NNs)":[2],"play":[3],"a":[4,49,219],"significant":[5,85],"role":[6],"in":[7,38,147,155],"the":[8,25,35,43,45,63,72,121,138,142,148,152,159,162,183,191,197,232,237],"machine":[9],"learning":[10,13],"and":[11,20,128,175,210,226,241,244],"deep":[12],"domains":[14],"that":[15,132,195],"include":[16],"pattern":[17],"recognition,":[18],"computer-vision":[19],"so":[21],"on.":[22],"However,":[23],"understanding":[24],"theoretical":[26,239],"properties":[27],"of":[28,48,104,114,141,165,172,200,221],"neural":[29,157,167],"will":[31],"helps":[32],"to":[33,97,136,151,181,189,235],"deliver":[34],"user-desired":[36],"performance":[37,140,199,243],"such":[39,51,87,123],"practical":[40],"applications.":[41],"In":[42,202],"literature,":[44],"fundamental":[46,112],"analysis":[47,57,113],"NN,":[50],"as":[52,66,88,124],"stability":[53,185,193],"analysis,":[54],"parameter":[55,130],"sensitivity":[56],"can":[58,79],"be":[59,80],"performed":[60],"by":[61,102],"modeling":[62],"neuronal":[64,115,143],"activities":[65,116],"differential":[67,70,118],"equations.":[68],"Through":[69],"equations,":[71],"rate":[73],"at":[74],"which":[75],"information":[76],"is":[77,145,187,208],"transmitted":[78],"experimented":[81],"along":[82],"with":[83,95,170,231],"various":[84],"factors,":[86,122],"time-delays":[89],"during":[90],"data":[91,105],"transmission,":[92],"switching":[93],"parameters":[94],"respect":[96],"time,":[98],"random":[99],"disturbances":[100],"caused":[101],"interruption":[103],"blocks.":[106],"The":[107],"present":[108],"study":[109,160],"focuses":[110],"on":[111],"through":[117],"model.":[119,149],"Besides,":[120],"time-delays,":[125],"exogenous":[126],"disturbances,":[127],"Markovian-jumping":[129],"(MJP)":[131],"has":[133],"an":[134],"ability":[135],"degrade":[137],"stable":[139,198],"model":[144,220],"incorporated":[146],"Distinct":[150],"previous":[153],"studies":[154],"stochastic":[156,166],"networks,":[158],"address":[161],"synchronization":[163],"problem":[164],"(SNNs)":[169],"fractional-derivative":[171],"Brownian":[173],"motion":[174],"event-triggered":[176],"control":[177],"scheme.":[178],"Theoretically,":[179],"due":[180],"nonlinearties,":[182],"Lyapunov":[184],"theory":[186],"employed":[188],"derive":[190],"sufficient":[192],"conditions":[194,240],"ensure":[196],"SNNs.":[201],"this":[203],"regard,":[204],"looped-Lyapunov":[205],"functional":[206],"candidate":[207],"considered":[209,230],"corresponding":[211],"linear":[212],"matrix":[213],"inequalitys":[214],"(LMIs)":[215],"are":[216,229,247],"derived.":[217],"Technically,":[218],"two":[222],"neurons,":[223,225],"three":[224],"four":[227],"neurons":[228],"given":[233],"factors":[234],"validate":[236],"proposed":[238],"controller":[242],"their":[245],"results":[246],"picturised.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}
