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...
Salvato in:
| Autore principale: | |
|---|---|
| Natura: | Livre numérique |
| Lingua: | Anglais |
| Pubblicazione: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edizione: | 1st ed. 2011. |
| Serie: | Studies in Computational Intelligence
353 |
| Accesso online: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Complex-Valued Neural Networks with Multi-Valued Neurons, Texte imprimé, 9783642203527 • Complex-Valued Neural Networks with Multi-Valued Neurons, Texte imprimé, 9783642203527 • Complex-Valued Neural Networks with Multi-Valued Neurons, Texte imprimé, 9783642203541 • Complex-Valued Neural Networks with Multi-Valued Neurons, Texte imprimé, 9783662506318 |
Sommario:
- 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