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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...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2011.
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| Edición: | 1st ed. 2011. |
| Colección: | Studies in Computational Intelligence,
353 |
| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- 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.