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» Learning Chaotic Attractors by Neural Networks
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NECO
2000
67views more  NECO 2000»
13 years 4 months ago
Learning Chaotic Attractors by Neural Networks
Rembrandt Bakker, Jaap C. Schouten, C. Lee Giles, ...
NN
2007
Springer
106views Neural Networks» more  NN 2007»
13 years 4 months ago
Chaotic hopping between attractors in neural networks
Joaquín Marro, Joaquín J. Torres, Je...
IJCNN
2006
IEEE
13 years 11 months ago
Studies on the Memory Capacity and Robustness of Chaotic Dynamic Neural Networks
- A dynamical neural model that is strongly biologically motivated is applied to learning and retrieving binary patterns. This neural network, known as Freeman’s Ksets, is traine...
Igor Beliaev, Robert Kozma
ESANN
2000
13 years 6 months ago
Local input-output stability of recurrent networks with time-varying weights
Abstract. We present local conditions for input-output stability of recurrent neural networks with time-varying parameters introduced for instance by noise or on-line adaptation. T...
Jochen J. Steil
ESANN
2007
13 years 6 months ago
Structured reservoir computing with spatiotemporal chaotic attractors
Abstract. We approach the themes “computing with chaos” and “reservoir computing” in a unified setting. Different neural architectures are mentioned which display chaotic...
Carlos Lourenço