Deep Learning Architectures

Name: Deep Learning Architectures
Brand: Springer Nature Switzerland AG
SKU: 9783030367206
Price: 464.41 PLN
Availability: InStock

A Mathematical Approach

Autor: Ovidiu Calin

Język:

Oprawa: Twarda

Wydawca: Springer Nature Switzerland AG

Dostępność: Dostępna u dostawcy

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

Informacje o książce

Autor

Ovidiu Calin

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2020

strony

760

EAN

9783030367206

Enbook ID

25137319

Wydawca

Springer Nature Switzerland AG

Waga

1748

Wymiary

241 x 164 x 45

Pełny opis

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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A Mathematical Approach

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