Effect of white noises on chaotic neural network

In the practical applications and hardware realization of chaotic neural networks, because of the instability of hardware components and impacts of the surrounding environment, the system is subject to noise interference inevitably. In this paper, in order to study the effect of white noises on chaotic neural network, the optimization performance of chaotic neural network interrupted by white noises is deeply researched and analyzed. The simulation result of chaotic neural network interrupted by white noises illustrates the influence of white noises on the system. The simulation results show that the system still has good optimization ability under the white noises with suitable signal to noise.