Książka Difference Equations and Machine Learning Dusan Stipanovic

Difference Equations and Machine Learning

Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
169.70
This book presents in-depth explanations of well-known and recognized behaviors of neural networks i...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2026
strony
156
EAN
9783032009098
ISBN
303200909X
Enbook ID
49083330
Waga
479

Pełny opis

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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