Cellular neural networks and visual computing : foundation and applications

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...

Full description

Saved in:
Bibliographic Details
Main Author Chua, Leon O., 1936-
Other Authors Roska, T.
Format Electronic eBook
LanguageEnglish
Published Cambridge, UK ; New York, NY : Cambridge University Press, 2002.
Subjects
Neural networks (Computer science)
elektronické knihy
electronic books
Online AccessFull text
ISBN1601197357
9781601197351
0511040512
9780511040511
9780511754494
0511754493
9780511048258
0511048254
0511157827
9780511157820
1280420677
9781280420672
9786610420674
661042067X
1107117461
9781107117464
0511176945
9780511176944
0511329849
9780511329845
9780521018630
0521018633
9780521652476
0521652472
Physical Description1 online resource (xi, 396 pages) : illustrations

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.

Similar Items