A theory for neural networks with time delays

B De Vries, J Príncipe - Advances in neural information …, 1990 - proceedings.neurips.cc
We present a new neural network model for processing of temporal patterns. This model,
the gamma neural model, is as general as a convolution delay model with arbitrary weight …

Global asymptotic and robust stability of recurrent neural networks with time delays

J Cao, J Wang - IEEE Transactions on Circuits and Systems I …, 2005 - ieeexplore.ieee.org
… and periodic solution of delayed neural networks. In [30] … neural networks with time delays.
Recently, we also note that a global stability criterion is presented for delayed neural networks

A new approach to stability of neural networks with time-varying delays

J Peng, H Qiao, Z Xu - Neural networks, 2002 - Elsevier
… with delays has received extensive attention. However, the … -type neural networks with
time-varying delays by defining two … with time delays rather than Hopfield-type neural networks. …

New criteria for stability of generalized neural networks including Markov jump parameters and additive time delays

R Samidurai, R Manivannan, CK Ahn… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
neural networks with successive time-varying delay components. Generalized neural networks
… , the upper bound of the successive time-varying delays is formulated. By employing a …

Stability and dissipativity analysis of static neural networks with time delay

ZG Wu, J Lam, H Su, J Chu - … Transactions on Neural Networks …, 2011 - ieeexplore.ieee.org
… Based on these criteria, several delay-dependent sufficient … time delay. All the given results
in this paper are not only dependent upon the time delay but also upon the number of delay

Exponential synchronization of a class of neural networks with time-varying delays

CJ Cheng, TL Liao, JJ Yan… - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
… Both the cellular neural networks and Hopfield neural networks with time-varying delays are
… scheme for a class of neural networks with time-varying delays is proposed. Based on the …

Passivity analysis of neural networks with time delay

C Li, X Liao - IEEE Transactions on Circuits and Systems II …, 2005 - ieeexplore.ieee.org
… the stability of neural networks. In biological and artificial neural networks, time delays often
… In recent years, the stability of delayed neural networks (DNNs) have been investigated by …

An overview of neuronal state estimation of neural networks with time-varying delays

XM Zhang, QL Han, X Ge - Information Sciences, 2019 - Elsevier
… ) important for the applications of neural networks. On the other hand, time-delays exist in
practical neural networks since it should take some time for input signals to be transmitted …

On stability of nonlinear continuous-time neural networks with delays

H Lu - Neural networks, 2000 - Elsevier
… In this paper, we deal with delayed continuous-time neural networks described by the
following differential equations with delays(1) d u i (t) d t =−g i (u i (t))+ ∑ j=1 n w ij 0 f j (u j (t))+ ∑ j…

A general framework for robust stability analysis of neural networks with discrete time delays

M Solak, O Faydasicok, S Arik - Neural Networks, 2023 - Elsevier
… for dynamical neural systems. Therefore, this research article will examine a class of neural
networks expressed by a mathematical model that involves the discrete time delay terms, the …