Analog VLSI integration of massive parallel processing systems

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Last edited by ImportBot
August 2, 2020 | History

Analog VLSI integration of massive parallel processing systems

When comparing conventional computing architectures to the architectures of biological neural systems, there are several striking differences. Conventional computers use a low number of high performance computing elements that are programmed with algorithms to perform tasks in a time sequenced way; they are very successful in administrative applications, in scientific simulations, and in certain signal processing applications. However, the biological systems still significantly outperform conventional computers in perception tasks, sensory data processing and motory control. Biological systems use a completely different computing paradigm: a massive network of simple processors that are (adaptively) interconnected and operate in parallel. This massively parallel processing seems the key aspect to their success. The advent of VLSI technologies has provided us with the technological means to implement very complicated systems on a silicon die. Analog VLSI circuits in standard digital technologies open the way for the implementation of massively parallel analog signal processing systems for sensory signal processing applications and for perception tasks. Analog VLSI Integration of Massive Parallel Processing Systems describes in depth the theory and practice of designing these massively parallel analog signal processing systems. Techniques are described which overcome the device and transistor mismatches which limit performance of the system. The book also shows how such a system can be efficiently implemented using cellular Neural Networks. Analog VLSI Integration of Massive Parallel Processing Systems is essential reading for practicing analog design engineers and researchers in the field. It is also suitable as a text for an advanced course on the subject.

Publish Date
Language
English
Pages
228

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Book Details


Edition Notes

Originally published: 1997.

Includes bibliographical references and index.

Print version record.

Series
Springer international series in engineering and computer science -- 384, International series in engineering and computer science -- 384.

Classifications

Dewey Decimal Class
621.395
Library of Congress
TK7874 .K54 1997eb, TK1-9971QC174.7-175., TK1-9971

The Physical Object

Pagination
1 online resource (xiii, 228 pages)
Number of pages
228

ID Numbers

Open Library
OL27016525M
Internet Archive
analogvlsiintegr00king
ISBN 10
1475725809, 1441951687
ISBN 13
9781475725803, 9781441951687
OCLC/WorldCat
864225599

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August 2, 2020 Edited by ImportBot import existing book
June 28, 2019 Created by MARC Bot import new book