Parallel Vlsi Neural System Design - Brossura

Zhang, David

Brossura

ISBN 10: 9813083301 ISBN 13: 9789813083301

Casa editrice: Springer Verlag, 1998

Riassunto

An integrated design approach to ANNs for pattern recognition applications, investigating three topics of the system design methodology, including several model definitions, architectural descriptions and hardware implementations. Following an overview, engineering applications of ANNs to fuzzy clustering, speech recognition, classification and pattern recognition are covered. Aimed at researchers and graduate engineers working in the area of VLSI circuit and system design, as well as for reference on senior undergraduate level courses on parallel neural computing and VLSI system applications, David Zhangs book will prove useful to understanding this new and exciting discipline.

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Contenuti

VLSI Neural System Design Methodology.- PART I: PARALLEL ANN MODELS: An Unsupervised Learning Model. A Supervised Training Model. A Neural-like Network Model.- PART II: VLSI ARCHITECTURES: Mapping ANN onto Systolic Arrays. A Parallel Architecture Implemented by Systolic Arrays. A pipelined Architecture based on Window Operation. A Simplified Architecture Using A Priori Knowledge.- PART III: HARDWARE IMPLEMENTATION: Computational Blocks Design for Digital ANN. Digital ANN Compressor Design. Hybrid Programmable ANN Design. VLSI Implementation for Finite Ring ANN. Conclusions and Prospects.- Bibliography.- Index.

Product Description

Book by Zhang David D

Dettagli dell?edizione

• Editore: Springer Verlag
• Data di pubblicazione: 1998
• Lingua: Inglese
• ISBN 10: 9813083301
• ISBN 13: 9789813083301
• Rilegatura: Copertina flessibile
• Numero di pagine: 257
• Contatto del produttore: non disponibile
• Persona responsabile: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Germania