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Evolution of internal dynamics for neural network nodes

✍ Scribed by David Montana; Eric VanWyk; Marshall Brinn; Joshua Montana; Stephen Milligan


Book ID
107593138
Publisher
Springer-Verlag
Year
2009
Tongue
English
Weight
578 KB
Volume
1
Category
Article
ISSN
1864-5909

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A number of techniques exist with which neural network architectures such as multilayer perceptrons and radial basis function networks can be trained. These include backpropagation, k-means clustering and evolutionary algorithms. The latter method is particularly useful as it is able to avoid local