Online Library TheLib.net » Deep Learning Architectures - A Mathematical Approach
cover of the book Deep Learning Architectures - A Mathematical Approach

Ebook: Deep Learning Architectures - A Mathematical Approach

Author: Ovidiu Calin

00
05.02.2024
0
0
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.
Download the book Deep Learning Architectures - A Mathematical Approach for free or read online
Read Download
Continue reading on any device:
QR code
Last viewed books
Related books
Comments (0)
reload, if the code cannot be seen