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Více informací o knize Difference Equations and Machine Learning

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie, Stochastik, Mathematische

• Plný název: Difference Equations and Machine Learning
• Autor: Dusan Stipanovic
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 156
• EAN: 9783032009098
• ISBN: 303200909X
• ID: 49083330
• Nakladatelství: Springer-Verlag GmbH
• Hmotnost: 479 g
• Datum vydání: 10. January 2026

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