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Analog VLSI Integration of Massive Parallel Signal Processing Systems (Paperback, Softcover reprint of hardcover 1st ed. 1997)
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Analog VLSI Integration of Massive Parallel Signal Processing Systems (Paperback, Softcover reprint of hardcover 1st ed. 1997)
Series: The Springer International Series in Engineering and Computer Science, 384
Expected to ship within 10 - 15 working days
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When comparing conventional computing architectures to the
architectures of biological neural systems, we find 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 dif ferent
computing paradigm: a massive network of simple processors that are
(adaptively) interconnected and operate in parallel. Exactly this
massively parallel processing seems the key aspect to their
success. On the other hand the development of VLSI technologies
provide us with technological means to implement very complicated
systems on a silicon die. Especially analog VLSI circuits in
standard digital technologies open the way for the implement at ion
of massively parallel analog signal processing systems for sensory
signal processing applications and for perception tasks. In chapter
1 the motivations behind the emergence of the analog VLSI of
massively parallel systems is discussed in detail together with the
capabilities and imitations of VLSI technologies and the required
research and developments. Analog parallel signal processing drives
for the development of very com pact, high speed and low power
circuits. An important technologicallimitation in the reduction of
the size of circuits and the improvement of the speed and power
consumption performance is the device inaccuracies or device
mismatch."
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