Exponential and fixed‐time stabilization of memristive neural networks with mixed delays
Sign Up to like & getrecommendations! Published in 2021 at "Mathematical Methods in the Applied Sciences"
DOI: 10.1002/mma.7260
Abstract: In this paper, we study a class of memristive neural networks with mixed delays. The existence of its equilibrium point is proved without the boundedness and initial value of the activation function, and a criterion… read more here.
Keywords: neural networks; mixed delays; networks mixed; memristive neural ... See more keywords
Finite-Time Synchronization of Coupled Markovian Discontinuous Neural Networks with Mixed Delays
Sign Up to like & getrecommendations! Published in 2017 at "Circuits, Systems, and Signal Processing"
DOI: 10.1007/s00034-016-0408-2
Abstract: This paper is concerned with finite-time synchronization in an array of coupled neural networks with discontinuous activation functions, Markovian jumping parameters, as well as discrete and infinite-time distributed delays (mixed delays) under the framework of… read more here.
Keywords: mixed delays; finite time; neural networks; time ... See more keywords
Pseudo Almost Automorphic Solutions for Multidirectional Associative Memory Neural Network with Mixed Delays
Sign Up to like & getrecommendations! Published in 2018 at "Neural Processing Letters"
DOI: 10.1007/s11063-018-9889-2
Abstract: In the paper, under some sufficient conditions, the existence and the global exponential stability of a pseudo almost automorphic solution to multidirectional associative memory (MAM) neural network with time-varying coefficients and mixed delays is obtained… read more here.
Keywords: mixed delays; associative memory; almost automorphic; pseudo almost ... See more keywords
Dynamics behavior for second-order neutral Clifford differential equations: inertial neural networks with mixed delays
Sign Up to like & getrecommendations! Published in 2020 at "Computational and Applied Mathematics"
DOI: 10.1007/s40314-020-01148-0
Abstract: In this paper, Clifford-valued inertial neutral neural networks with time-varying delays and infinite distributed delay are investigated. With the help of the pseudo almost periodic function theory, Banach’s fixed point theorem, and the differential inequality… read more here.
Keywords: mixed delays; neural networks; networks mixed; clifford ... See more keywords
Impulsive generalized high-order recurrent neural networks with mixed delays: Stability and periodicity
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.11.037
Abstract: Abstract In this paper, by employing fixed point theorem, generalized Gronwall–Bellman inequality and differential inequality techniques, some sufficient conditions are given for the existence and the exponential stability of the unique piecewise weighted pseudo almost-periodic… read more here.
Keywords: mixed delays; neural networks; order recurrent; high order ... See more keywords
Weighted pseudo almost automorphic solutions for neutral type fuzzy cellular neural networks with mixed delays and D operator in Clifford algebra
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Systems Science"
DOI: 10.1080/00207721.2020.1777345
Abstract: The main aim of this work is to study a class of neutral type Fuzzy Cellular Neural Networks (FCNNs) with mixed delays and D operator. New criteria are established for the existence, uniqueness and global… read more here.
Keywords: mixed delays; fuzzy cellular; type fuzzy; neural networks ... See more keywords
M-Matrix-Based State Observer Design for Genetic Regulatory Networks With Mixed Delays
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2017.2751306
Abstract: Understanding genetic regulatory networks (GRNs) and designing a controller requires access to all the states of the system. However, not all the states of GRN can be experimentally measured in practice. Therefore, a state observer… read more here.
Keywords: state; mixed delays; genetic regulatory; state observer ... See more keywords
Global Asymptotic Stability of Competitive Neural Networks with Reaction-Diffusion Terms and Mixed Delays
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14112224
Abstract: In this article, a new competitive neural network (CNN) with reaction-diffusion terms and mixed delays is proposed. Because this network system contains reaction-diffusion terms, it belongs to a partial differential system, which is different from… read more here.
Keywords: diffusion; terms mixed; reaction diffusion; diffusion terms ... See more keywords