Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Difference Equations and Machine Learning

Difference Equations and Machine Learning

Stipanovic, Dusan

Hardcover

Series: Synthesis Lectures on Mathematics & Statistics

General ComputersGeneral MathematicsProbability & Statistics

ISBN10: 303200909X
ISBN13: 9783032009098
Publisher: Springer
Published: Oct 20 2025
Pages: 143
Weight: 0.92
Height: 0.57 Width: 6.94 Depth: 9.66
Language: English

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.

Also in

General Mathematics

View All