Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks
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Cellular Neural Networks: Dynamics and Modelling (Hardcover, 2003 ed.)
Loot Price: R4,543
Discovery Miles 45 430
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Cellular Neural Networks: Dynamics and Modelling (Hardcover, 2003 ed.)
Series: Mathematical Modelling: Theory and Applications, 16
Expected to ship within 12 - 17 working days
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Total price: R4,563
Discovery Miles: 45 630
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Conventional digital computation methods have run into a se rious
speed bottleneck due to their serial nature. To overcome this
problem, a new computation model, called Neural Networks, has been
proposed, which is based on some aspects of neurobiology and
adapted to integrated circuits. The increased availability of com
puting power has not only made many new applications possible but
has also created the desire to perform cognitive tasks which are
easily carried out by the human brain. It become obvious that new
types of algorithms and/or circuits were necessary to cope with
such tasks. Inspiration has been sought from the functioning of the
hu man brain, which led to the artificial neural network approach.
One way of looking at neural networks is to consider them to be
arrays of nonlinear dynamical systems that interact with each
other. This book deals with one class of locally coupled neural net
works, called Cellular Neural Networks (CNNs). CNNs were intro
duced in 1988 by L. O. Chua and L. Yang 27,28] as a novel class of
information processing systems, which posseses some of the key fea
tures of neural networks (NNs) and which has important potential
applications in such areas as image processing and pattern reco
gnition. Unfortunately, the highly interdisciplinary nature of the
research in CNNs makes it very difficult for a newcomer to enter
this important and fasciriating area of modern science."
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