163
Voted
ICANN
2005
Springer
16 years 27 days 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...
187
Voted
ICANN
2005
Springer
16 years 27 days 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...
154
Voted
ICANN
2005
Springer
16 years 27 days 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...
217
click to vote
ICANN
2005
Springer
16 years 27 days 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...
199
Voted
ICANN
2005
Springer
16 years 27 days 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...
186
Voted
ICANN
2005
Springer
16 years 27 days 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...
159
click to vote
ICANN
2005
Springer
16 years 27 days 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...
138
Voted
ICANN
2005
Springer
16 years 27 days ago
2005
Springer