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Finite-time stabilization of memristor-based inertial neural networks with discontinuous activations and distributed delays

Journal of the Franklin Institute, 2019
In this paper, the finite-time stabilization problem for memristor-based inertial neural networks (MINNs) with discontinuous activations (DAs) and distributed delays is investigated.
Leimin Wang   +3 more
semanticscholar   +1 more source

Periodicity and global exponential periodic synchronization of delayed neural networks with discontinuous activations and impulsive perturbations

Neurocomputing, 2020
In this paper, periodic dynamics and periodic synchronization of a class of delayed neural networks with discontinuous neuron activations and impulsive perturbations are investigated.
Zhi-Long He   +3 more
semanticscholar   +1 more source

Dissipativity and Synchronization of Generalized BAM Neural Networks With Multivariate Discontinuous Activations

IEEE Transactions on Neural Networks and Learning Systems, 2018
This paper is concerned with the dissipativity and synchronization problems of a class of delayed bidirectional associative memory (BAM) neural networks in which neuron activations are modeled by discontinuous bivariate functions.
Dongshu Wang, Longkun Tang
exaly   +2 more sources

New results on finite-/fixed-time synchronization of delayed diffusive fuzzy HNNs with discontinuous activations

Fuzzy Sets Syst., 2020
In this paper, the problem of finite-/fixed-time synchronization (FFTS) is studied for delayed diffusive Hopfield neural networks. By employing Filippov regularization approaches, inequality techniques and a generalized finite-/fixed-time stability ...
Lian Duan, Min Shi, Li-Hong Huang
semanticscholar   +1 more source

Finite-time synchronization for fractional-order memristor-based neural networks with discontinuous activations and multiple delays

Modern physics letters B, 2020
This paper addresses the finite-time synchronization problem for fractional-order memristor-based neural networks (FMNNs) with discontinuous activations, in which multiple delays are considered.
Da-Wei Ding   +4 more
semanticscholar   +1 more source

Generalized pinning synchronization of delayed Cohen-Grossberg neural networks with discontinuous activations

Neural Networks, 2018
In this article, generalized pinning synchronization problem is investigated for a class of Cohen-Grossberg neural networks with discontinuous neuron activations and mixed delays.
Dongshu Wang   +3 more
semanticscholar   +1 more source

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