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Difference Equations and Machine Learning

Name: Difference Equations and Machine Learning
Brand: Springer
SKU: 49976026
Price: 46.67 EUR
Availability: InStock
Author: Dusan Stipanovic
ISBN: 9783032009104

Dusan Stipanovic

Jazyk

Angličtina

E-kniha Adobe ePub DRM

Nakladateľstvo Springer, október 2025

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

Libristo kód: 49976026

113 b

46.67 €

Skladom Ihneď na stiahnutie

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.