MICROELECTRONIC SYSTEMS NEWS
FILENUMBER: 462
BEGIN_KEYWORDS
Text Neural Information Processing VLSI Sheu Choi
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DATE: june 1995
TITLE: Text on Neural Information Processing and VLSI by Sheu and Choi
Text on Neural Information Processing and VLSI by Sheu and Choi
(Contributed by Bing Sheu of Univ. of Southern California)
"Neural Information Processing and VLSI" by
Bing Sheu and Joongho Choi provides a unified
treatment of this important subject for use in classrooms, industry,
and research laboratories, in order to develop advanced artificial and
biologically-inspired neural networks using compact analog and digital
VLSI parallel processing techniques. The book systematically presents
various neural network paradigms, computing architectures, and the
associated electronic/optical implementations using efficient VLSI
design methodologies.
It is suitable for those interested in efficient neurocomputing
as well as those curious about neural network system applications. It
has been especially prepared for use as a text for advanced
undergraduate and first year graduate students, and is an excellent
reference book for researchers and scientists working in the fields
covered.
Contents:
Preface. Part I: Paradigms and Models. 1. Introduction.
2. Artificial Neural Network Algorithms. 3. Other
Computational Intelligence Topics. 4. Biologically-Inspired
Vision Processing. 5. Cellular Neural Networks. 6.
Paralleled Hardware Annealing for Optimal Solutions. Part II:
VLSI Design Technology. 7. Design Methodologies of VLSI Neural
Networks. 8. Analog VLSI Building Blocks. 9. Digital VLSI
Neuroprocessors. Part III: Applications and System Prototyping.
10. Back-Propagation Neural Networks. 11. Self-Organization
Neural Networks. 12. Advanced Vision Chips and Systems.
13. Photonic Neural Networks. 14. Smart-Pixel, Cellular
Neural Network, and Chaotic Chips. 15. Various Subsystem and
System Construction Examples. 16. Selected Commercial Products
from Industry. A: Spice CMOS Level-w, Level-4, and BSIM_Plus
Model Files. B: Basic VLSI Building Blocks. C:
Current-Mode Circuits for Piecewise-Linear Functions. D:
Selected Software Listing. Subject Index.
To order, contact:
Kluwer Academic Publishers
Order Department
P.O. Box 358
Accord Station
Hingham, MA 02018-0358
Tel : 617 871 6600
Fax : 617 871 6528
Email : kluwer@world.std.com
dbouldin@utk.edu