NN
2008
Springer
13 years 9 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,...
NN
2008
Springer
13 years 9 months ago
2008
Springer
NN
2008
Springer
13 years 9 months ago
2008
Springer
Wide-area coordinating control is becoming an important issue and a challenging problem in the power industry. This paper proposes a novel optimal wide-area coordinating neurocont...
NN
2008
Springer
13 years 9 months ago
2008
Springer
A silicon neuron circuit that produces spiking and bursting firing patterns, with biologically plausible spike shape, is presented. The circuit mimics the behaviour of known class...
NN
2008
Springer
13 years 9 months ago
2008
Springer
NN
2008
Springer
13 years 9 months ago
2008
Springer
NN
2008
Springer
13 years 9 months ago
2008
Springer
Learning data representations is a fundamental challenge in modeling neural processes and plays an important role in applications such as object recognition. In multi-stage Optima...
NN
2008
Springer
13 years 9 months ago
2008
Springer
I address whether neural networks perform computations in the sense of computability theory and computer science. I explicate and defend the following theses. (1) Many neural netw...
MCS
2006
Springer
13 years 9 months ago
2006
Springer
8 The training of some types of neural networks leads to separable non-linear least squares problems. These problems may be9 ill-conditioned and require special techniques. A robus...
NN
2008
Springer
13 years 9 months ago
2008
Springer
The early visual cortices represent information of several stimulus attributes, such as orientation and color. To understand the coding mechanisms of these attributes in the brain...