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Fuzzy Hardware : Architectures and Applications - Abraham Kandel

Fuzzy Hardware

Architectures and Applications

By: Abraham Kandel (Editor), Gideon Langholz (Editor)

Hardcover

Published: 31st October 1997
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Fuzzy hardware developments have been a major force driving the applications of fuzzy set theory and fuzzy logic in both science and engineering. This volume provides the reader with a comprehensive up-to-date look at recent works describing new innovative developments of fuzzy hardware.
An important research trend is the design of improved fuzzy hardware. There is an increasing interest in both analog and digital implementations of fuzzy controllers in particular and fuzzy systems in general. Specialized analog and digital VLSI implementations of fuzzy systems, in the form of dedicated architectures, aim at the highest implementation efficiency. This particular efficiency is asserted in terms of processing speed and silicon utilization. Processing speed in particular has caught the attention of developers of fuzzy hardware and researchers in the field.
The volume includes detailed material on a variety of fuzzy hardware related topics such as:

  • Historical review of fuzzy hardware research
  • Fuzzy hardware based on encoded trapezoids
  • Pulse stream techniques for fuzzy hardware
  • Hardware realization of fuzzy neural networks
  • Design of analog neuro-fuzzy systems in CMOS digital technologies
  • Fuzzy controller synthesis method
  • Automatic design of digital and analog neuro-fuzzy controllers
  • Electronic implementation of complex controllers
  • Silicon compilation of fuzzy hardware systems
  • Digital fuzzy hardware processing
  • Parallel processor architecture for real-time fuzzy applications
  • Fuzzy cellular systems
Fuzzy Hardware: Architectures and Applications is a technical reference book for researchers, engineers and scientists interested in fuzzy systems in general and in building fuzzy systems in particular.

Preface
Fuzzy Hardware Research From Historical Point of Viewp. 1
Three Generations of Fuzzy Hardwarep. 27
Hardware Realization of Fuzzy Neural Networksp. 43
AFAN - A Tool for the Automatic Design of Digital and Analog Neuro-Fuzzy Controllersp. 77
Silicon Compilation of Fuzzy Hardware Systems Based on Generic LR Fuzzy Cellsp. 91
Serial Architectures for Efficient Digital Fuzzy Hardware Processingp. 117
Automatic Implementation of Piecewise-Linear Fuzzy Systems Addressing Memory-Performance Trade-Offp. 159
A Parallel Processor Architecture for Real-Time Fuzzy Applicationsp. 181
Short Time Decision VLSI Fuzzy Processorp. 197
Designing a Simple System to Greatly Accelerate the Learning Speed of a Large Class of Fuzzy Learning Methodsp. 207
Fuzzy Controller Synthesis Methodp. 231
Fuzzy Hardware Based on Encoded Trapezoidsp. 257
Pulse Stream Techniques for Fuzzy Hardwarep. 283
Fuzzy Cellular System: Characteristics and Architecturep. 295
Fuzzy Wavelets for Feature Extraction and Failure Classificationp. 311
A Building Block Approach to The Design of Analog Neuro-Fuzzy Systems in CMOS Digital Technologiesp. 357
Electronic Implementation of Complex Controllersp. 391
Contributorsp. 409
Indexp. 419
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780792380290
ISBN-10: 0792380290
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 422
Published: 31st October 1997
Publisher: SPRINGER VERLAG GMBH
Country of Publication: NL
Dimensions (cm): 23.39 x 15.6  x 2.54
Weight (kg): 0.8