Neural networks. Full course
Neural networks, or, more precisely, artificial neural networks, are a technology rooted in many disciplines: neurophysiology, mathematics, statistics, physics, computer science and engineering. They find their application in such diverse fields as modeling, time series analysis, pattern recognition, signal processing and control due to one important property — the ability to learn from data with or without the teacher's intervention. This book offers an exhaustive description of neural networks, given the multidisciplinary nature of this subject. The material presented in the book is full of examples, descriptions of computer experiments, contains many tasks for each section, as well as an extensive bibliography.
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