Leakage delays in BAM

K Gopalsamy - Journal of Mathematical Analysis and Applications, 2007 - Elsevier
A well known bidirectional associative memory (BAM) model is generalized with the
introduction of discrete time delays in the leakage (or forgetting) terms. By using a model …

Stability in Cohen–Grossberg-type bidirectional associative memory neural networks with time-varying delays

J Cao, Q Song - Nonlinearity, 2006 - iopscience.iop.org
In this paper, the exponential stability problem is investigated for a class of Cohen–
Grossberg-type bidirectional associative memory neural networks with time-varying delays …

Global stability analysis in delayed Hopfield neural network models

J Zhang, X Jin - Neural Networks, 2000 - Elsevier
In this paper, without assuming the boundedness, monotonicity and differentiability of the
activation functions, we present new conditions ensuring existence, uniqueness, and global …

Global exponential stability of BAM neural networks with delays and impulses

Y Li - Chaos, Solitons & Fractals, 2005 - Elsevier
Sufficient conditions are obtained for the existence and global exponential stability of a
unique equilibrium of a class of two-layer heteroassociative networks called bidirectional …

Mean square exponential stability of stochastic delayed Hopfield neural networks

L Wan, J Sun - Physics Letters A, 2005 - Elsevier
Stochastic effects to the stability property of Hopfield neural networks (HNN) with discrete
and continuously distributed delay are considered. By using the method of variation …

Global stability of bidirectional associative memory neural networks with distributed delays

H Zhao - Physics Letters A, 2002 - Elsevier
In this Letter, a model describing dynamics of bidirectional associative memory (BAM) neural
networks with distributed delays is considered. Existence and uniqueness of the equilibrium …

[HTML][HTML] Stability analysis of Cohen–Grossberg neural network with both time-varying and continuously distributed delays

Q Song, J Cao - Journal of Computational and Applied Mathematics, 2006 - Elsevier
In this paper, the Cohen–Grossberg neural network model with both time-varying and
continuously distributed delays is considered. Without assuming both global Lipschitz …

Criteria for exponential stability of Cohen–Grossberg neural networks

X Liao, C Li, K Wong - Neural networks, 2004 - Elsevier
In this paper, the Cohen–Grossberg neural network models without and with time delays are
considered. By constructing several novel Lyapunov functionals, some sufficient criteria for …

Bidirectional associative memories: Different approaches

ME Acevedo-Mosqueda, C Yáñez-Márquez… - ACM Computing …, 2013 - dl.acm.org
Bidirectional Associative Memories (BAM) are systems that allow to associate pairs of
patterns. Once a memory has learned, patterns can be recalled in two directions. BAMs have …

Global exponential stability of BAM neural networks with distributed delays and reaction–diffusion terms

Q Song, Z Zhao, Y Li - Physics Letters A, 2005 - Elsevier
Two sufficient conditions, which ensure the existence and uniqueness of the equilibrium
point and global exponential stability of bi-directional associative memory (BAM) neural …