Artificial neural networks. Textbook
It is dedicated to the actively developing scientific direction of artificial neural networks, which is important in solving the problem of introducing artificial intelligence into all areas of our life. Based on current trends, theoretical and practical issues are considered from the neuron model and neural network architecture, training methods, models of various neural networks to their implementation in the management and construction of a neurocomputer. A large set of neural network models is considered in terms of studying the theory of construction, methods of implementation and functioning, indicating the advantages and disadvantages. Corresponds to the latest generation of the Federal State Educational Standard. For undergraduate and graduate students studying in the areas of "Applied Mathematics and Computer Science" and "Computer Science and Computer Engineering".
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