88 search results - page 1 / 18 » Stability and Topology in Reservoir Computing |
MICAI
2010
Springer
13 years 2 months ago
2010
Springer
ESANN
2007
13 years 5 months ago
2007
Abstract. We approach the themes “computing with chaos” and “reservoir computing” in a unified setting. Different neural architectures are mentioned which display chaotic...
ESANN
2007
13 years 5 months ago
2007
Training recurrent neural networks is hard. Recently it has however been discovered that it is possible to just construct a random recurrent topology, and only train a single linea...
SBRN
2008
IEEE
13 years 10 months ago
2008
IEEE
The design of an autonomous navigation system for mobile robots can be a tough task. Noisy sensors, unstructured environments and unpredictability are among the problems which mus...
NN
2008
Springer
13 years 4 months ago
2008
Springer
Reservoir Computing (RC) techniques use a fixed (usually randomly created) recurrent neural network, or more generally any dynamic system, which operates at the edge of stability,...