Results 41 to 50 of about 711 (141)

Stochastic Dynamics of Nonautonomous Cohen-Grossberg Neural Networks [PDF]

, 2011
This paper is devoted to the study of the stochastic stability of a class of Cohen-Grossberg neural networks, in which the interconnections and delays are time-varying.
Jinde Cao, Chuangxia Huang
core   +1 more source

Existence, uniqueness and global asymptotic stability for a class of complex-valued neutral-type neural networks with time delays [PDF]

, 2018
summary:This paper explores the problem of delay-independent and delay-dependent stability for a class of complex-valued neutral-type neural networks with time delays.
Tan, Manchun, Xu, Desheng
core   +1 more source

Information Processing with Stability Point Modeling in Cohen–Grossberg Neural Networks

, 2023
The aim of this article is to develop efficient methods of expressing multilevel structured information from various modalities (images, speech, and text) in order to naturally duplicate the structure as it occurs in the human brain.
Ekaterina Gospodinova, Ivan Torlakov
core   +1 more source

Stability of Impulsive Cohen-Grossberg Neural Networks with Time-Varying Delays and Reaction-Diffusion Terms [PDF]

, 2013
This work concerns the stability of impulsive Cohen-Grossberg neural networks with time-varying delays and reaction-diffusion terms as well as Dirichlet boundary condition.
Guopeng Zhou, Jinhua Huang, Jiqing Liu
core   +1 more source

Global Exponential Stability of Almost Periodic Solution for Neutral-Type Cohen-Grossberg Shunting Inhibitory Cellular Neural Networks with Distributed Delays and Impulses [PDF]

, 2020
A kind of neutral-type Cohen-Grossberg shunting inhibitory cellular neural networks with distributed delays and impulses is considered. Firstly, by using the theory of impulsive differential equations and the contracting mapping principle, the existence ...
Guodong Gu, Lijun Xu, Qi Jiang
core  

Periodic solutions for a class of higher-order Cohen–Grossberg type neural networks with delays

, 2007
Sufficient conditions are obtained for the existence and global attractivity of periodic solutions of a class of higher-order Cohen–Grossberg type neural networks with delays.
Cao, Jinde, Ren, Fengli
core   +1 more source

Global Stability of Integral Manifolds for Reaction–Diffusion Delayed Neural Networks of Cohen–Grossberg-Type under Variable Impulsive Perturbations

, 2020
The present paper introduces the concept of integral manifolds for a class of delayed impulsive neural networks of Cohen–Grossberg-type with reaction–diffusion terms.
Trayan Stamov, Gani Stamov, George Venkov, Stamov, Gani, Ivanka Stamova, Cvetelina Spirova, Spirova, Cvetelina, Stamova, Ivanka, Stamov, Trayan, Venkov, George   +9 more
core   +1 more source

Discrete Bidirectional Associative Memory Neural Networks of the Cohen–Grossberg Type for Engineering Design Symmetry Related Problems: Practical Stability of Sets Analysis

, 2022
In recent years, artificial intelligence techniques have become fundamental parts of various engineering research activities and practical realizations. The advantages of the neural networks, as one of the main artificial intelligence methods, make them ...
Trayan Stamov
core   +1 more source

Asymptotic Synchronization of Memristive Cohen-Grossberg Neural Networks with Time-Varying Delays via Event-Triggered Control Scheme. [PDF]

Micromachines (Basel), 2022
Yao W, Yu F, Zhang J, Zhou L.
europepmc   +1 more source

On the Stability with Respect to H-Manifolds for Cohen–Grossberg-Type Bidirectional Associative Memory Neural Networks with Variable Impulsive Perturbations and Time-Varying Delays

, 2020
The present paper is devoted to Bidirectional Associative Memory (BAM) Cohen–Grossberg-type impulsive neural networks with time-varying delays.
Gani Stamov, Stanislav Simeonov, Stamov, Gani, Ivanka Stamova, Stamova, Ivanka, Simeonov, Stanislav, Torlakov, Ivan, Ivan Torlakov   +7 more
core   +1 more source