ICANN
2005
Springer
13 years 10 months ago
2005
Springer
ICANN
2005
Springer
13 years 10 months ago
2005
Springer
We present a system of differential equations which abstractly models neural dynamics and synaptic plasticity of a cortical macrocolumn. The equations assume inhibitory coupling b...
ICANN
2005
Springer
13 years 10 months ago
2005
Springer
This paper presents a new method for the selection of the two hyperparameters of Least Squares Support Vector Machine (LS-SVM) approximators with Gaussian Kernels. The two hyperpar...
ICANN
2005
Springer
13 years 10 months ago
2005
Springer
ICANN
2005
Springer
13 years 10 months ago
2005
Springer
The efficacy of two evolutionary approaches to the problem of generation of heuristical linear and non-linear evaluation functions in the game of give-away checkers is tested in th...
ICANN
2005
Springer
13 years 10 months ago
2005
Springer
We present an architecture for the online learning of object representations based on a visual cortex hierarchy developed earlier. We use the output of a topographical feature hier...
ICANN
2005
Springer
13 years 10 months ago
2005
Springer
Text categorization and retrieval tasks are often based on a good representation of textual data. Departing from the classical vector space model, several probabilistic models have...
ICANN
2005
Springer
13 years 10 months ago
2005
Springer
In this paper, it will be shown that it is feasible to extract finite state machines in a domain of, for rule extraction, previously unencountered complexity. The algorithm used i...
ICANN
2005
Springer
13 years 10 months ago
2005
Springer
We present an approach where we combine attention with value maps for the purpose of acquiring a decision-making policy for multiple concurrent goals. The former component is essen...
ICANN
2005
Springer
13 years 10 months ago
2005
Springer