Complex-Valued Neural Networks
This book is the first monograph ever on complex-valued neural networks, which lends itself to graduate and undergraduate courses in electrical engineering, informatics, control engineering, mechanics, robotics, bioengineering, and other relevant fields. It is useful for those beginning their studie...
Uloženo v:
| Hlavní autor: | |
|---|---|
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Vydání: | 1st ed. 2006. |
| Edice: | Studies in Computational Intelligence
32 |
| On-line přístup: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Poznámka: |
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, Texte imprimé, 9783540334569 • Complex-Valued Neural Networks, Texte imprimé, 9783540822806 • Complex-Valued Neural Networks, Texte imprimé, 9783642070075 • Complex-Valued Neural Networks, Texte imprimé, 9783540334569 |
Obsah:
- Basic Ideas and Fundamentals: Why are complex-valued neural networks inevitable? Complex-valued neural networks fertilize electronics Neural networks: The characteristic viewpoints Complex-valued neural networks: Distinctive features Constructions and dynamics of neural networks Applications: How wide are the application fields? Land-surface classification with unevenness and reflectance taken into consideration Adaptive radar system to visualize antipersonnel plastic landmines Removal of phase singular points to create digital elevation map Lightwave associative memory that memorizes and recalls information depending on optical-carrier frequency Adaptive optical-phase equalizer Developmental learning with behavioral-mode tuning by carrier-frequency modulation Pitch-asynchronous overlap-add waveform-concatenation speech synthesis by optimizing phase spectrum in frequency domain