Neural networks with discontinuous/impact activations

DOI10.1007/978-1-4614-8566-7zbMath1295.92007OpenAlexW2476431704MaRDI QIDQ358276

Enes Yılmaz, Marat U. Akhmet

Publication date: 16 August 2013

Published in: Nonlinear Systems and Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-1-4614-8566-7

zbMATH Keywords

stabilityexistenceperiodic solutionsuniquenessneural networkscellular neural networksimpulsive differential equationsrecurrent neural networksHopfield neural networksCohen-Grossberg neural networks

Mathematics Subject Classification ID

Neural biology (92C20) Neural networks for/in biological studies, artificial life and related topics (92B20) Functional-differential equations with impulses (34K45) Stability theory of functional-differential equations (34K20) Periodic solutions to functional-differential equations (34K13) Asymptotic properties of solutions to ordinary differential equations (34D05) Research exposition (monographs, survey articles) pertaining to biology (92-02)

Related Items (15)

Hyperbolic equation with piecewise-constant argument of generalized type and solving boundary value problems for it ⋮ Impulsive SICNNs with chaotic postsynaptic currents ⋮ Existence and global exponential stability of equilibrium for impulsive neural network models with generalized piecewise constant delay ⋮ Periodic solution for state-dependent impulsive shunting inhibitory CNNs with time-varying delays ⋮ Stability of time-delay systems with impulsive control involving stabilizing delays ⋮ Dichotomies and asymptotic equivalence in alternately advanced and delayed differential systems ⋮ Unnamed Item ⋮ Exponential synchronization of coupled neural networks under stochastic deception attacks ⋮ Synchronization of nonlinear complex dynamical systems via delayed impulsive distributed control ⋮ Stability of nonlinear differential systems with state-dependent delayed impulses ⋮ Nonlocal Problems for the Fourth Order Impulsive Partial Differential Equations ⋮ Exponential stability of periodic solutions of recurrent neural networks with functional dependence on piecewise constant argument ⋮ Stability of nonlinear variable-time impulsive differential systems with delayed impulses ⋮ Global exponential stability in Lagrange sense for periodic neural networks with various activation functions and time-varying delays ⋮ Stability analysis of periodic solutions in alternately advanced and retarded neural network models with impulses

This page was built for publication: Neural networks with discontinuous/impact activations