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...
Κύριος συγγραφέας: | |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Berlin, Heidelberg :
Springer Berlin Heidelberg,
2011.
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Σειρά: | Studies in Computational Intelligence,
353 |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.