Cellular Neural Networks

Chaos, Complexity and VLSI Processing

Gabriele Manganaro, Paolo Arena, Luigi Fortuna (Autoren)

Buch | Hardcover

XIV, 273 Seiten

1999 | 1., Aufl.
Springer Berlin (Verlag)
978-3-540-65202-1 (ISBN)

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The book is about new applications of cellular neural networks (CNNs), new theoretical results and implementation issues. This topic involves several scientific disciplines including circuit theory, microelectronics, dynamic systems theory and applied mathematics, information processing, biology, neurophysiology, and robotics, to cite but a few. Significant attention is paid to small-size CNNs for generating chaotic dynamics and also to their application in the area of nonlinear circuit synchronization and secure communication. Complex spatio-temporal phenomena in simple CNN models are investigated. A CMOS discrete-time switched-current implementation of a CNN is presented in detail. The reader will find thorough discussion on the subject, ranging from the highest-level aspects treated in a rigorous and analytic way, to the technological challenges and the circuit design aspects. TOC:Circuit Theory and Applications: CNN Basics. Some Applications of CNNs. The CNN as Nonlinear Dynamics Generator. Synchronization. Spatio-temporal Phenomena.- Implementation and Design: A Four Quadrant S2I Switched-Current Multiplier. A 1-D Discrete-Time Cellular Neural Network Chip for Audio Signal Processing.- Mathematical Background.

Summary of the Contents:
Part I. Circuit Theory and Applications
- CNN Basics
- Some Applications of CNNs
- The CNN as Nonlinear Dynamics Generator
- Synchronization
- Spatio-temporal Phenomena
- Experimental CNN Setup and Application to Motion Control
Part II. Implementation and Design
- A Four Quadrant S2I Switched-Current Multiplier
- A One-Dimensional Discrete-Time Cellular Neural Network Chip for Audio Signal Processing
A. Mathematical Background
B. Library of Templates

Reihe/Serie	Springer Series in Advanced Microelectronics
Sprache	englisch
Maße	155 x 235 mm
Gewicht	522 g
Einbandart	gebunden
Themenwelt	Technik ► Elektrotechnik / Energietechnik
Schlagworte	HC/Technik/Elektronik, Elektrotechnik, Nachrichtentechnik • Neuronale Netze
ISBN-10	3-540-65202-7 / 3540652027
ISBN-13	978-3-540-65202-1 / 9783540652021
Zustand	Neuware