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Difference Equations and Machine Learning

Jezik AngleščinaAngleščina
Knjiga Trda
Knjiga Difference Equations and Machine Learning Dusan Stipanovic
Koda Libristo: 49083330
Založba Springer-Verlag GmbH, januar 2026
This book presents in-depth explanations of well-known and recognized behaviors of neural networks i... Celoten opis
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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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O knjigi

Polni naslov Difference Equations and Machine Learning
Avtor Dusan Stipanovic
Jezik Angleščina
Vezava Knjiga - Trda
Datum izida 2026
Število strani 156
EAN 9783032009098
ISBN 303200909X
Koda Libristo 49083330
Založba Springer-Verlag GmbH
Teža 479

Kategorije

Mathematics & Science > Mathematics > Calculus & mathematical analysis > Differential calculus & equations
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