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Deep Learning Architectures
- A Mathematical Approach
Engelsk
Bogcover for Deep Learning Architectures af Ovidiu Calin, 9783030367237
Specifikationer
Sprog:
Engelsk
Sider:
760
ISBN-13:
9783030367237
Indbinding:
Paperback
ISBN-10:
3030367231
Kategori:
Udg. Dato:
14 feb 2021
Størrelse i cm:
25,4 x 17,6 x 4,8
Oplagsdato:
14 feb 2021
Forfatter(e):

Deep Learning Architectures

- A Mathematical Approach
Engelsk
Paperback 2021
Format:

Bog beskrivelse

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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Specifikationer
Sprog:
Engelsk
Sider:
760
ISBN-13:
9783030367237
Indbinding:
Paperback
ISBN-10:
3030367231
Kategori:
Udg. Dato:
14 feb 2021
Størrelse i cm:
25,4 x 17,6 x 4,8
Oplagsdato:
14 feb 2021
Forfatter(e):
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