Difference Equations and Machine Learning

Name: Difference Equations and Machine Learning
Brand: Springer-Verlag GmbH
SKU: 9783032009098
Price: 897 CZK
Availability: InStock

Autor: Dusan Stipanovic

Jazyk:

Vazba: Pevná

Vydavatel: Springer-Verlag GmbH

Dostupnost: Skladem u dodavatele

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This book presents in-depth explanations of well-known and recognized behaviors of neural networks i...

Informace o knize

Autor

Dusan Stipanovic

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2026

Stránek

156

EAN

9783032009098

ISBN

303200909X

Enbook ID

49083330

Vydavatel

Springer-Verlag GmbH

Hmotnost

479

Kompletní popis

This book presents in-depth explanations of well-known and recognized behaviors of neural networks in machine learning. In addition, the author provides novel technical analyses of behaviors of discrete-time dynamical systems modeled as difference equations. These analyses and their outcomes are closely related to models of very well-known neural networks such as Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) neural networks, which are widely used in machine learning and artificial intelligence (AI) applications. The author also discusses difference equations and their relevance to neural networks, machine learning, and AI.

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Difference Equations and Machine Learning

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