Exponential Stability and Sampled-Data Synchronization of Delayed Complex-Valued Memristive Neural Networks
Sign Up to like & getrecommendations! Published in 2019 at "Neural Processing Letters"
DOI: 10.1007/s11063-019-10082-0
Abstract: This paper is devoted to the global exponential stability (GES) and synchronization control of delayed complex-valued memristive neural networks (CVMNNs). The criterion on the existence, uniqueness and GES of the equilibrium point (EP) for delayed… read more here.
Keywords: neural networks; valued memristive; memristive neural; complex valued ... See more keywords
Consecutive Synchronization of a Delayed Complex Dynamical Network via Distributed Adaptive Control Approach
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Control, Automation and Systems"
DOI: 10.1007/s12555-017-0718-6
Abstract: In this paper, a consecutive synchronization scheme is investigated to synchronize the nodes of a delayed complex dynamical network with an isolated node via an adaptive control approach. The specific feature of this scheme consists… read more here.
Keywords: delayed complex; network; adaptive control; control ... See more keywords
Further stability analysis for delayed complex-valued recurrent neural networks
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.04.013
Abstract: Abstract This paper focuses on the stability problem for delayed complex-valued recurrent neural networks. Whether the complex-valued activation functions are explicitly expressed by separating real and imaginary parts or not, they are always assumed to… read more here.
Keywords: neural networks; complex valued; recurrent neural; valued recurrent ... See more keywords
Finite-Time Synchronization for Delayed Complex Dynamical Networks With Synchronizing or Desynchronizing Impulses
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2020.3028835
Abstract: In this article, the finite-time synchronization problem of delayed complex dynamical networks (CDNs) with impulses is studied, where two types of impulses, namely, synchronizing impulses and desynchronizing impulses, are fully considered, respectively. Since the existence… read more here.
Keywords: finite time; time; time synchronization; desynchronizing impulses ... See more keywords