15 search results - page 1 / 3 » Exponential Stability Analysis of Neural Networks with Multi... |
ISNN
2005
Springer
13 years 10 months ago
2005
Springer
This paper considers the robust stability of neural networks with multiple delays. Based on Lyapunov stability theory and linear matrix inequality technique, some new delay indepe...
TNN
2008
13 years 3 months ago
2008
Abstract--In this paper, we consider delayed bidirectional associative memory (BAM) neural networks (NNs) with Lipschitz continuous activation functions. By applying Young's i...
TNN
2008
13 years 4 months ago
2008
In this paper, several sufficient conditions are established for the global asymptotic stability of recurrent neural networks with multiple time-varying delays. The Lyapunov
CORR
2010
Springer
13 years 4 months ago
2010
Springer
The stability and convergence of the neural networks are the fundamental characteristics in the Hopfield type networks. Since time delay is ubiquitous in most physical and biologi...
TNN
2008
13 years 4 months ago
2008
In this paper, stability and bifurcation of a general recurrent neural network with multiple time delays is considered, where all the variables of the network can be regarded as bi...