Journal ArticleDOI
Event-triggered sampling control for stability and stabilization of memristive neural networks with communication delays
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TLDR
This paper investigates the global asymptotic stability and stabilization of memristive neural networks (MNNs) with communication delays via event-triggered sampling control through a newly augmented Lyapunov-Krasovskii functional.About:
This article is published in Applied Mathematics and Computation.The article was published on 2017-10-01. It has received 178 citations till now. The article focuses on the topics: Control theory & Exponential stability.read more
Citations
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Event-Triggered Impulsive Controller Design for Synchronization of Delayed Chaotic Neural Networks and Its Fractal Reconstruction: An Application to Image Encryption
S.S. Mohanrasu,K. Udhayakumar,T. M. C. Priyanka,A. Gowrisankar,Santo Banerjee,Rajan Rakkiyappan +5 more
TL;DR: In this paper , a Lyapunov-based event-triggered mechanism is constructed to derive few sufficient conditions in terms of Linear Matrix Inequalities (LMIs) with the help of numerical packages.
Journal ArticleDOI
Enhanced Global Asymptotic Stabilization Criteria for Delayed Fractional Complex-valued Neural Networks with Parameter Uncertainty
TL;DR: This paper addresses the global asymptotic stabilization of delayed fractional complex-valued neural networks (FCVNNs) subject to bounded parameter uncertainty with a simple and practical controller–linear state feedback controller.
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Discontinuous Event-Triggered Control for Local Stabilization of Memristive Neural Networks With Actuator Saturation: Discrete- and Continuous-Time Lyapunov Methods
TL;DR: In this article , a discontinuous event trigger (DET) scheme, consisting of the rest interval and work interval, is proposed to cut down the triggering times and save the limited communication resources.
Journal ArticleDOI
Robust State Observer Design for Dynamic Connection Relationships in Complex Dynamical Networks
TL;DR: It is proved in this paper that the state observer for the connection relationships subsystem is asymptotical under certain mathematic conditions and the illustrated simulation is given to show the efficiency and validity of the proposed method.
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Dynamical performance analysis of communication-embedded neural networks: A survey
TL;DR: This paper renders a comprehensive summary on the recent advances of communication-embedded NNs and their application in nonlinear control from the perspective of dynamical behavior.
References
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Journal ArticleDOI
The missing memristor found
TL;DR: It is shown, using a simple analytical example, that memristance arises naturally in nanoscale systems in which solid-state electronic and ionic transport are coupled under an external bias voltage.
Journal ArticleDOI
Memristor-The missing circuit element
TL;DR: In this article, the memristor is introduced as the fourth basic circuit element and an electromagnetic field interpretation of this relationship in terms of a quasi-static expansion of Maxwell's equations is presented.
Book
Differential Equations with Discontinuous Righthand Sides
TL;DR: The kind and level of sophistication of mathematics applied in various sciences has changed drastically in recent years: measure theory is used (non-trivially) in regional and theoretical economics, algebraic geometry interacts with physics, and such new emerging subdisciplines as "experimental mathematics", "CFD", "completely integrable systems", "chaos, synergetics and large-scale order", which are almost impossible to fit into the existing classification schemes.