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Complex-Valued Neural Networks with Multi-Valued Neurons
Complex-Valued Neural Networks have higher functionality, learn faster and generalize better than their real-valued counterparts. This book is devoted to the Multi-Valued Neuron (MVN) and MVN-based neural networks. It contains a comprehensive observation of MVN theory, its learning, and applications...
| Call Number: | Libro Electrónico |
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| Main Author: | |
| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2011.
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| Edition: | 1st ed. 2011. |
| Series: | Studies in Computational Intelligence,
353 |
| Subjects: | |
| Online Access: | Texto Completo |
Table of 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.