Effect of hybrid circle reservoir injected with wavelet-neurons on performance of echo state network
- Author
- HONGYAN CUI1 2 ; CHEN FENG1 2 ; YUAN CHAI1 2 ; REN PING LIU3 ; YUNJIE LIU1 2
[1] State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, 100876, China
[2] Key Laboratory of Network System Architecture and Convergence, Beijing University of Posts and Telecommunications, 100876, China
[3] CSIRO, Australia - Source
Neural networks. 2014, Vol 57, pp 141-151, 11 p ; ref : 1/4 p
- ISSN
- 0893-6080
- Scientific domain
- Cognition; Electronics; Computer science; Neurology
- Publisher
- Elsevier, Kidlington
- Publication country
- United Kingdom
- Document type
- Article
- Language
- English
- Author keyword
- Echo state network Low complexity Memory capacity Reservoir Wavelet-neurons
- Keyword (fr)
- Apprentissage supervisé Approche probabiliste Capacité mémoire Chaos Complexité calcul Evaluation performance Modélisation Mémoire à court terme Réseau neuronal Série temporelle Topologie Transformation ondelette Réseau neuronal récurrent
- Keyword (en)
- Supervised learning Probabilistic approach Memory capacity Chaos Computational complexity Performance evaluation Modeling Short-term memory Neural network Time series Topology Wavelet transformation Recurrent neural nets
- Keyword (es)
- Aprendizaje supervisado Enfoque probabilista Capacidad memoria Caos Complejidad computación Evaluación prestación Modelización Memoria a corto plazo Red neuronal Serie temporal Topología Transformación ondita Red neuronal recurrente
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02C Artificial intelligence / 001D02C06 Connectionism. Neural networks
- Discipline
- Computer science : theoretical automation and systems
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 28640947
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.neunet.2014.05.013 
https://dx.doi.org/10.1016/j.neunet.2014.05.013
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