Code: 35347989

Deep Learning Architectures

Name: Deep Learning Architectures
Brand: Springer Nature Switzerland AG
SKU: 35347989
Price: 42.73 EUR
Availability: InStock
Author: Ovidiu Calin
ISBN: 9783030367237

by Ovidiu Calin

Language: English
Binding: Paperback
Number of pages: 760
Publisher: Springer Nature Switzerland AG, 2021
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Book synopsis

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 of the latter.This book can be used in a graduate course in deep learning, with the first few parts being accessible to senior undergraduates. In addition, the book will be of wide interest to machine learning researchers who are interested in a theoretical understanding of the subject.