{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T13:07:54Z","timestamp":1775135274487,"version":"3.50.1"},"reference-count":44,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["RGPIN-2018-05991"],"award-info":[{"award-number":["RGPIN-2018-05991"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004608","name":"Natural Science Foundation of Jiangsu Province","doi-asserted-by":"publisher","award":["BK20251861"],"award-info":[{"award-number":["BK20251861"]}],"id":[{"id":"10.13039\/501100004608","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62573224"],"award-info":[{"award-number":["62573224"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61773200"],"award-info":[{"award-number":["61773200"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62173177"],"award-info":[{"award-number":["62173177"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Communications in Nonlinear Science and Numerical Simulation"],"published-print":{"date-parts":[[2026,6]]},"DOI":"10.1016\/j.cnsns.2026.109682","type":"journal-article","created":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T23:41:39Z","timestamp":1768520499000},"page":"109682","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Fixed-time impulsive synchronization of heterogeneous complex networks"],"prefix":"10.1016","volume":"157","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-6779-7421","authenticated-orcid":false,"given":"Yufei","family":"Ye","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6311-5521","authenticated-orcid":false,"given":"Wen","family":"Qin","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6448-4866","authenticated-orcid":false,"given":"Mouquan","family":"Shen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7814-6913","authenticated-orcid":false,"given":"Zhihao","family":"Zhang","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6595-6423","authenticated-orcid":false,"given":"Hany M.","family":"Hasanien","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0149-0473","authenticated-orcid":false,"given":"Zheng H.","family":"Zhu","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.cnsns.2026.109682_bib0001","doi-asserted-by":"crossref","first-page":"499","DOI":"10.1016\/j.neucom.2020.05.060","article-title":"Qiang yu sampled-data synchronization of delayed multi-agent networks and its application to coupled circuit","volume":"413","author":"Gunasekaran","year":"2020","journal-title":"Neurocomputing"},{"key":"10.1016\/j.cnsns.2026.109682_bib0002","doi-asserted-by":"crossref","first-page":"735","DOI":"10.1109\/TSMC.2024.3489226","article-title":"Multidirectional multidouble-scroll hopfield neural network with application to image encryption","volume":"55","author":"Zhang","year":"2024","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"key":"10.1016\/j.cnsns.2026.109682_bib0003","doi-asserted-by":"crossref","first-page":"5307","DOI":"10.1109\/TSMC.2023.3258222","article-title":"Adaptive event-triggered mechanism to synchronization of reaction-diffusion cvnns and its application in image secure communication","volume":"53","author":"Wu","year":"2023","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"key":"10.1016\/j.cnsns.2026.109682_bib0004","doi-asserted-by":"crossref","first-page":"5092","DOI":"10.1109\/TCYB.2024.3363470","article-title":"Fault-tolerant synchronization for memristive neural networks with multiple actuator failures","volume":"54","author":"Wang","year":"2024","journal-title":"IEEE Trans Cybern"},{"key":"10.1016\/j.cnsns.2026.109682_bib0005","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2024.107960","article-title":"Novel passivity and dissipativity criteria for discrete-time fractional generalized delayed cohen-grossberg neural networks","volume":"133","author":"Wang","year":"2024","journal-title":"Commun Nonlinear Sci Numer Simul"},{"key":"10.1016\/j.cnsns.2026.109682_bib0006","first-page":"697","article-title":"Pth moment exponential synchronization for delayed multi-agent systems with l\u00e9vy noise and markov switching","volume":"71","author":"Shi","year":"2023","journal-title":"IEEE Trans Circuits Syst II Express Briefs"},{"key":"10.1016\/j.cnsns.2026.109682_bib0007","doi-asserted-by":"crossref","first-page":"3316","DOI":"10.1109\/TAC.2015.2416912","article-title":"Synchronization of complex networks via aperiodically intermittent pinning control","volume":"60","author":"Liu","year":"2015","journal-title":"IEEE Trans Automat Contr"},{"key":"10.1016\/j.cnsns.2026.109682_bib0008","series-title":"Jun-an lu further on synchronization of dynamical networks via adaptive intermittent control","first-page":"1","author":"Zhu","year":"2024"},{"key":"10.1016\/j.cnsns.2026.109682_bib0009","first-page":"1","article-title":"Tighter interval estimation for discrete-time linear systems with a new dynamic triggering approach","volume":"72","author":"Shen","year":"2023","journal-title":"IEEE Trans Instrum Meas"},{"key":"10.1016\/j.cnsns.2026.109682_bib0010","doi-asserted-by":"crossref","first-page":"384","DOI":"10.1080\/23307706.2021.2001385","article-title":"Observer-based event-triggered control for linear mass under a directed graph and dos attacks","volume":"9","author":"Zhang","year":"2022","journal-title":"J Contr Decis"},{"key":"10.1016\/j.cnsns.2026.109682_bib0011","doi-asserted-by":"crossref","DOI":"10.1016\/j.automatica.2019.108694","article-title":"Neural sliding-mode pinning control for output synchronization for uncertain general complex networks","volume":"112","author":"Suarez","year":"2020","journal-title":"Automatica"},{"key":"10.1016\/j.cnsns.2026.109682_bib0012","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2023.107319","article-title":"Xiaoming wu adaptive finite-time pinned and regulation synchronization of disturbed complex networks","volume":"124","author":"Jin","year":"2023","journal-title":"Commun Nonlinear Sci Numer Simul"},{"key":"10.1016\/j.cnsns.2026.109682_bib0013","doi-asserted-by":"crossref","first-page":"17852","DOI":"10.1109\/TASE.2025.3582898","article-title":"Fault-tolerant optimized control of switched complex networks via an adaptive dynamic programming approach","volume":"22","author":"Shen","year":"2025","journal-title":"IEEE Trans Autom Sci Eng"},{"key":"10.1016\/j.cnsns.2026.109682_bib0014","doi-asserted-by":"crossref","first-page":"7063","DOI":"10.1109\/TFUZZ.2024.3476320","article-title":"Dynamic guaranteed cost event-triggered-based anti-disturbance control of ts fuzzy wind-turbine systems subject to external disturbances","volume":"32","author":"Gu","year":"2024","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"10.1016\/j.cnsns.2026.109682_bib0015","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1080\/23307706.2022.2085196","article-title":"Distributed adaptive bipartite consensus tracking of high-order nonstrict-feedback nonlinear multi-agent systems","volume":"10","author":"Wang","year":"2023","journal-title":"J Control Decis"},{"key":"10.1016\/j.cnsns.2026.109682_bib0016","series-title":"Synchronization of fractional reaction-diffusion complex networks with unknown couplings","first-page":"1","author":"Shen","year":"2024"},{"key":"10.1016\/j.cnsns.2026.109682_bib0017","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.neucom.2020.05.071","article-title":"Xiaodi li leader-following synchronization of complex dynamic networks via event-triggered impulsive control","volume":"412","author":"Peng","year":"2020","journal-title":"Neurocomputing"},{"key":"10.1016\/j.cnsns.2026.109682_bib0018","doi-asserted-by":"crossref","first-page":"1525","DOI":"10.1109\/TIFS.2023.3336078","article-title":"Huan su event-triggered impulsive control for complex networks under stochastic deception attacks","volume":"19","author":"Yang","year":"2023","journal-title":"IEEE Trans Inf Forensics Secur"},{"key":"10.1016\/j.cnsns.2026.109682_bib0019","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1109\/TFUZZ.2023.3293271","article-title":"Communication limited hybrid impulsive control of fuzzy time-delay multi-agent network","volume":"32","author":"You","year":"2023","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"10.1016\/j.cnsns.2026.109682_bib0020","doi-asserted-by":"crossref","first-page":"2561","DOI":"10.1109\/TSMC.2019.2916327","article-title":"An improved impulsive control approach for cluster synchronization of complex networks with parameter mismatches","volume":"51","author":"Wang","year":"2019","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"key":"10.1016\/j.cnsns.2026.109682_bib0021","doi-asserted-by":"crossref","first-page":"1040","DOI":"10.1109\/TNNLS.2022.3185490","article-title":"Xiaodi li finite-time synchronization of complex dynamical networks via a novel hybrid controller","volume":"35","author":"Xi","year":"2022","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"10.1016\/j.cnsns.2026.109682_bib0022","first-page":"2194","article-title":"Synchronization of chaotic-oscillation permanent magnet synchronous generators networks via adaptive impulsive control","volume":"67","author":"Zhu","year":"2019","journal-title":"IEEE Trans Circuits Syst II Express Briefs"},{"key":"10.1016\/j.cnsns.2026.109682_bib0023","first-page":"2176","article-title":"Finite-time synchronization and energy consumption prediction for multilayer fractional-order networks","volume":"70","author":"Tong","year":"2023","journal-title":"IEEE Trans Circuits Syst II Express Briefs"},{"key":"10.1016\/j.cnsns.2026.109682_bib0024","doi-asserted-by":"crossref","DOI":"10.1007\/s11432-022-3633-9","article-title":"Yong he fixed-time stabilization of discontinuous spatiotemporal neural networks with time-varying coefficients via aperiodically switching control","volume":"66","author":"Hu","year":"2023","journal-title":"Sci China Inf Sci"},{"key":"10.1016\/j.cnsns.2026.109682_bib0025","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2023.107153","article-title":"Fixed-time stability analysis of discontinuous impulsive systems","volume":"120","author":"Wang","year":"2023","journal-title":"Commun Nonlinear Sci Numer Simul"},{"key":"10.1016\/j.cnsns.2026.109682_bib0026","doi-asserted-by":"crossref","first-page":"6763","DOI":"10.1109\/TNNLS.2021.3083396","article-title":"Finite-\/fixed-time stability of nonautonomous functional differential inclusion: Lyapunov approach involving indefinite derivative","volume":"33","author":"Cai","year":"2021","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"10.1016\/j.cnsns.2026.109682_bib0027","doi-asserted-by":"crossref","first-page":"3379","DOI":"10.1109\/TCYB.2025.3556103","article-title":"Fixed\/prescribed-time synchronization and energy consumption for kuramoto-oscillator networks","volume":"55","author":"Ma","year":"2025","journal-title":"IEEE Trans Cybern"},{"key":"10.1016\/j.cnsns.2026.109682_bib0028","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2022.107038","article-title":"Further results on fixed-time synchronization of the memristor neural networks with impulsive effects","volume":"118","author":"Jamal","year":"2023","journal-title":"Commun Nonlinear Sci Numer Simul"},{"key":"10.1016\/j.cnsns.2026.109682_bib0029","doi-asserted-by":"crossref","first-page":"12308","DOI":"10.1016\/j.jfranklin.2020.09.016","article-title":"Fixed-time synchronization of delayed complex dynamical systems with stochastic perturbation via impulsive pinning control","volume":"357","author":"Ren","year":"2020","journal-title":"J Franklin Inst"},{"key":"10.1016\/j.cnsns.2026.109682_bib0030","doi-asserted-by":"crossref","first-page":"412","DOI":"10.1016\/j.neunet.2019.12.028","article-title":"A new fixed-time stability theorem and its application to the fixed-time synchronization of neural networks","volume":"123","author":"Chen","year":"2020","journal-title":"Neural netw"},{"key":"10.1016\/j.cnsns.2026.109682_bib0031","doi-asserted-by":"crossref","first-page":"462","DOI":"10.1016\/j.neucom.2022.09.016","article-title":"Fixed\/preassigned-time synchronization for impulsive complex networks with mismatched parameters","volume":"511","author":"Pang","year":"2022","journal-title":"Neurocomputing"},{"key":"10.1016\/j.cnsns.2026.109682_bib0032","doi-asserted-by":"crossref","first-page":"5511","DOI":"10.1109\/TAC.2017.2691303","article-title":"Fixed-time synchronization of complex networks with impulsive effects via nonchattering control","volume":"62","author":"Yang","year":"2017","journal-title":"IEEE Trans Automat Contr"},{"key":"10.1016\/j.cnsns.2026.109682_bib0033","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/j.neunet.2023.03.036","article-title":"Fixed-time synchronization of delayed memristive neural networks with impulsive effects via novel fixed-time stability theorem","volume":"163","author":"Wang","year":"2023","journal-title":"Neural Netw"},{"key":"10.1016\/j.cnsns.2026.109682_bib0034","first-page":"2882","article-title":"Eric li a novel control approach for the fixed-time synchronization of the complex networks","volume":"69","author":"Xu","year":"2022","journal-title":"IEEE Trans Circuits Syst II Express Briefs"},{"key":"10.1016\/j.cnsns.2026.109682_bib0035","doi-asserted-by":"crossref","DOI":"10.1016\/j.ins.2024.121206","article-title":"Fixed-time synchronization of multilayered complex dynamic networks via quantized variable-gain saturated control","volume":"681","author":"Shi","year":"2024","journal-title":"Inf Sci"},{"key":"10.1016\/j.cnsns.2026.109682_bib0036","doi-asserted-by":"crossref","DOI":"10.1016\/j.chaos.2024.114835","article-title":"On fixed-time interlayer synchronization of two-layer multiweighted complex dynamic networks: an economic and practical non-chattering adaptive control approach","volume":"182","author":"Shi","year":"2024","journal-title":"Chaos Solitons Fractals"},{"key":"10.1016\/j.cnsns.2026.109682_bib0037","doi-asserted-by":"crossref","first-page":"1814","DOI":"10.1109\/TCYB.2025.3531224","article-title":"Semi-global and global fixed-time stability for nonlinear impulsive systems","volume":"55","author":"Ren","year":"2025","journal-title":"IEEE Trans Cybern"},{"key":"10.1016\/j.cnsns.2026.109682_bib0038","first-page":"1","article-title":"Generalized regression neural network-based impulsive event-triggered attitude tracking control for non-identical satellite systems under actuator faults","volume":"13","author":"Dhara","year":"2025","journal-title":"Int J Dyn Control"},{"key":"10.1016\/j.cnsns.2026.109682_bib0039","doi-asserted-by":"crossref","first-page":"1616","DOI":"10.1137\/110851584","article-title":"Synchronization and transient stability in power networks and nonuniform kuramoto oscillators","volume":"50","author":"D\u00f6rfler","year":"2012","journal-title":"SIAM J Control Optim"},{"key":"10.1016\/j.cnsns.2026.109682_bib0040","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2024.108200","article-title":"Consensus control and vibration suppression for multiple flexible nonlinear timoshenko manipulators under undirected communication topology","volume":"138","author":"Ji","year":"2024","journal-title":"Commun Nonlinear Sci Numer Simul"},{"key":"10.1016\/j.cnsns.2026.109682_bib0041","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1109\/TNSE.2023.3301015","article-title":"Necessary and sufficient conditions on consensus of general fractional-order multi-agent systems over directed networks","volume":"11","author":"Liu","year":"2023","journal-title":"IEEE Trans Netw Sci Eng"},{"key":"10.1016\/j.cnsns.2026.109682_bib0042","doi-asserted-by":"crossref","first-page":"1484","DOI":"10.1109\/TCYB.2016.2549556","article-title":"Xiaocheng li cooperative control of heterogeneous uncertain dynamical networks: an adaptive explicit synchronization framework","volume":"47","author":"Wang","year":"2016","journal-title":"IEEE Trans Cybern"},{"key":"10.1016\/j.cnsns.2026.109682_bib0043","doi-asserted-by":"crossref","first-page":"976","DOI":"10.1109\/81.633887","article-title":"Impulsive stabilization for control and synchronization of chaotic systems: theory and application to secure communication","volume":"44","author":"Yang","year":"1997","journal-title":"IEEE Trans Circuits Syst I Fundam Theory Appl"},{"key":"10.1016\/j.cnsns.2026.109682_bib0044","article-title":"Aperiodically semi-intermittent-based fixed-time stabilization and synchronization of delayed discontinuous inertial neural networks","volume":"68","author":"Zhang","year":"2025","journal-title":"Sci China Inf Sci"}],"container-title":["Communications in Nonlinear Science and Numerical Simulation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1007570426000444?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1007570426000444?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T12:08:20Z","timestamp":1775131700000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1007570426000444"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":44,"alternative-id":["S1007570426000444"],"URL":"https:\/\/doi.org\/10.1016\/j.cnsns.2026.109682","relation":{},"ISSN":["1007-5704"],"issn-type":[{"value":"1007-5704","type":"print"}],"subject":[],"published":{"date-parts":[[2026,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Fixed-time impulsive synchronization of heterogeneous complex networks","name":"articletitle","label":"Article Title"},{"value":"Communications in Nonlinear Science and Numerical Simulation","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.cnsns.2026.109682","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"109682"}}