Carte Deep Learning Architectures Ovidiu Calin

Deep Learning Architectures

A Mathematical Approach

Autor: Ovidiu Calin
Limbă: engleză
Legare: Copertă tare
Disponibilitate: În depozitul extern
Expediem în 3-5 zile
609.17 lei
This book describes how neural networks operate from the mathematical point of view. As a result, ne...

Informații despre carte

Autor
Limbă
engleză
Legare
Carte - Copertă tare
Publicat
2020
Pagini
760
EAN
9783030367206
Enbook ID
25137319
Greutate
1748
Dimensiuni
241 x 164 x 45

Descriere completă

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.

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