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In this book, the relationship between fake and real things is examined and explained and we describe mathematical models in this regard and analyze the chaotic behavior of the neural network model of the mechanism of muscle vibration and synchronize the exponential coordination of chaotic neural networks with random perturbation. We also identify noise-impregnated chaotic networks based on feedforward regulation neural networks, as well as neural networks and genetic algorithms in commerce.