Cellular neural networks and visual computing : foundation and applications

Cellular neural networks and visual computing : foundation and applications / Leon O. Chua and Tamás Roska.

This is a unique undergraduate level textbook on Cellular Nonlinear/neural Networks (CNN) technology. The many examples and excercises, including a simulator accessible via the Internet, make this book an ideal introduction to CNNs and analogic cellular computing for students, researchers and engine...

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Bibliographic Details
Main Author: Chua, Leon O., 1936-
Other Authors: Roska, T.
Format: eBook
Language:English
Published: Cambridge, UK ; New York, NY : Cambridge University Press, 2002.
Subjects:
Neural networks (Computer science)
COMPUTERS > Neural Networks.
Zellulares neuronales Netz
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Electronic books.
Online Access:Click for online access
Table of Contents:
  • 1. Introduction
  • 2. Notation, definitions, and mathematical foundation
  • 3. Characteristics and analysis of simple CNN templates
  • 4. Simulation of the CNN dynamics
  • 5. Binary CNN characterization via Boolean functions
  • 6. Uncoupled CNNs: unified theory and applications
  • 7. Introduction to the CNN Universal Machine
  • 8. Back to basics: Nonlinear dynamics and complete stability
  • 9. The CNN Universal Machine (CNN-UM)
  • 10. Template design tools
  • 11. CNNs for linear image processing
  • 12. Coupled CNN with linear synaptic weights
  • 13. Uncoupled standard CNNs with nonlinear synaptic weights
  • 14. Standard CNNs with delayed synaptic weights and motion analysis.

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