Pattern Recognition Using Neural Networks
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Pattern Recognition Using Neural Networks
Author | : Carl G. Looney |
Publisher | : Oxford University Press on Demand |
Total Pages | : 458 |
Release | : 1997 |
Genre | : Computers |
ISBN | : 9780195079203 |
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Pattern recognizers evolve across the sections into perceptrons, a layer of perceptrons, multiple-layered perceptrons, functional link nets, and radial basis function networks. Other networks covered in the process are learning vector quantization networks, self-organizing maps, and recursive neural networks. Backpropagation is derived in complete detail for one and two hidden layers for both unipolar and bipolar sigmoid activation functions.
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