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Hardcover Deep Learning Architectures: A Mathematical Approach Book

ISBN: 3030367207

ISBN13: 9783030367206

Deep Learning Architectures: A Mathematical Approach

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Format: Hardcover

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Book Overview

This book describes how neural networks operate from the mathematical point of view. As a result, neural networks can be interpreted both as function universal approximators and information processors. The book bridges the gap between ideas and concepts of neural networks, which are used nowadays at an intuitive level, and the precise modern mathematical language, presenting the best practices of the former and enjoying the robustness and elegance...

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