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Complex-valued neural networks with multi-valued neurons

Author: Igor N Aizenberg
Publisher: Berlin : Springer-Verlag, [2011]
Series: Studies in computational intelligence, v. 353.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:

Complex-valued neural networks have higher functionality, learn faster and generalize better than their real-valued counterparts. This book on the multi-valued neuron (MVN) and MVN-based neural  Read more...

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Details

Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Igor N Aizenberg
ISBN: 9783642203527 3642203523 9783642203534 3642203531
OCLC Number: 747683525
Description: xv, 262 pages : illustrations ; 25 cm.
Contents: Why We Need Complex-Valued Neural Networks?.- The Multi-Valued Neuron.- MVN Learning.- Multilayer Feedforward Neural Network based on Multi-Valued Neurons (MLMVN).- Multi-Valued Neuron with a Periodic Activation Function.- Applications of MVN and MLMVN.
Series Title: Studies in computational intelligence, v. 353.
Responsibility: Igor Aizenberg.
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