Cellular neural networks and visual computing foundation and applications

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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) elektronické knihy electronic books
Online Access	Full text
ISBN	9781601197351 9780511040511 9780511754494 9780521652476
Physical Description	1 online zdroj (xi, 396 p.) : ill.

Cover

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