Neural Networks
Neural Networks
A neural network also known as an artificial neural network provides a
unique computing architecture whose potential has only begun to be tapped. They
are used to address problems that are intractable or cumbersome with traditional
methods. These new computing architectures are radically different from the
computers that are widely used today. ANN's are massively parallel systems that
rely on dense arrangements of interconnections and surprisingly simple
processors (Cr95, Ga93).
Artificial neural networks take their name from the networks of nerve
cells in the brain. Although a great deal of biological detail is eliminated in
these computing models, the ANN's retain enough of the structure observed in the
brain to provide insight into how biological neural processing may work (He90).
Neural networks provide an effective approach for a broad spectrum of
applications. Neural networks excel at problems involving patterns, which
include pattern mapping, pattern......
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