PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Wavelet chaotic neural networks and their application to optimization problems
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
On chaotic simulated annealing
IEEE Transactions on Neural Networks
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In order to study the anti-noise capability of chaotic neural network in this paper, noise function is introduced into Chen's chaotic neural network model. The time evolution of the reverse bifurcation and the Lyapunov exponents is applied to study the neuron of chaotic neural network model with white noise. Based on the chaotic neuron model, we construct the chaotic neural network model with white noise, and study its energy function The simulation result illustrates the influence of white noises on the model. The simulation results show that the system still has good optimization ability under the white noises with suitable parameter.