Kniha Difference Equations and Machine Learning Dusan Stipanovic

Difference Equations and Machine Learning

Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer-Verlag GmbH
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
39.25
This book presents in-depth explanations of well-known and recognized behaviors of neural networks i...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2026
Stránok
156
EAN
9783032009098
ISBN
303200909X
Enbook ID
49083330
Hmotnosť
479

Kompletný 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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