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Difference Equations and Machine Learning

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Difference Equations and Machine Learning Dusan Stipanovic
Libristo kod: 49083330
Nakladnici Springer-Verlag GmbH, siječanj 2026
This book presents in-depth explanations of well-known and recognized behaviors of neural networks i... Cijeli 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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Informacije o knjizi

Puni naziv Difference Equations and Machine Learning
Autor Dusan Stipanovic
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2026
Broj stranica 156
EAN 9783032009098
ISBN 303200909X
Libristo kod 49083330
Nakladnici Springer-Verlag GmbH
Težina 479

Kategorija

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