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 …
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
… 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 …
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
… 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. …
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
… 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 …
… , 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
… 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 …
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 …
… scheme for a class of neural networks with time-varying delays is proposed. Based on the …
Passivity analysis of neural networks with time delay
… 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 …
… 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
… ) 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 …
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…
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
… 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 …
networks expressed by a mathematical model that involves the discrete time delay terms, the …
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