Книга Difference Equations and Machine Learning Dusan Stipanovic

Difference Equations and Machine Learning

Автор: Dusan Stipanovic
Език: Английски език
Корици: С твърди корици
Издател: Springer-Verlag GmbH
Наличност: Външен склад
Изпращаме след 10-13 дни
41.39 80.96 лв
This book presents in-depth explanations of well-known and recognized behaviors of neural networks i...

Информация за книгата

Автор
Език
Английски език
Корици
Книга - С твърди корици
Издадена
2026
страници
156
EAN
9783032009098
ISBN
303200909X
Enbook ID
49083330
Издател
Теглоt
479

Пълно описание

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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