Deep Learning Architectures

Name: Deep Learning Architectures
Brand: Springer Nature Switzerland AG
SKU: 9783030367206
Price: 609.17 RON
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A Mathematical Approach

Autor: Ovidiu Calin

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Editura: Springer Nature Switzerland AG

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This book describes how neural networks operate from the mathematical point of view. As a result, ne...

Informații despre carte

Autor

Ovidiu Calin

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2020

Pagini

760

EAN

9783030367206

Enbook ID

25137319

Editura

Springer Nature Switzerland AG

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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Deep Learning Architectures

A Mathematical Approach

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