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A constructive approach for nonlinear system identification using multilayer perceptrons

✍ Scribed by Ju-Yeop Choi; Van Landingham, H.F.; Bingulac, S.


Book ID
117874239
Publisher
IEEE
Year
1996
Tongue
English
Weight
746 KB
Volume
26
Category
Article
ISSN
1083-4419

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The ability of a neural network to realize some complex nonlinear function makes them attractive for system identification. In the recent past, neural networks trained with backpropagation learning algorithm have gained attention for the identification of nonlinear dynamic systems. However, the conv