Lecture Notes in Deep Learning

Name: Lecture Notes in Deep Learning
Brand: WORLD SCIENTIFIC PUB CO INC
SKU: 9789811281570
Price: 1385 CZK
Availability: InStock

Autor: Dongmian Zou

Jazyk:

Vazba: Brožovaná

Vydavatel: WORLD SCIENTIFIC PUB CO INC

Dostupnost: Skladem u dodavatele

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The compendium provides an introduction to the theory of deep learning, from basic principles of neu...

Informace o knize

Autor

Dongmian Zou

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2024

Stránek

230

EAN

9789811281570

ISBN

9811281572

Enbook ID

43801691

Vydavatel

WORLD SCIENTIFIC PUB CO INC

Hmotnost

426

Kompletní popis

The compendium provides an introduction to the theory of deep learning, from basic principles of neural network modeling and optimization to more advanced topics of neural networks as Gaussian processes, neural tangent and information theory.

This unique reference text complements a largely missing theoretical introduction to neural networks without being overwhelmingly technical in a level accessible to upper-level undergraduate engineering students.

Advanced chapters were designed to offer an additional intuition into the field by explaining deep learning from statistical and information theory perspectives. The book further provides additional intuition to the field by relating it to other statistical and information modeling approaches.

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Lecture Notes in Deep Learning

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