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109
Voted
ICANN
2005
Springer
15 years 6 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...
124
Voted
ICANN
2005
Springer
15 years 6 months ago
2005
Springer
Abstract. One focus of recent research in the field of biologically plausible neural networks is the investigation of higher-level functions such as learning, development and modu...
70
Voted
ICANN
2005
Springer
15 years 6 months ago
2005
Springer
Although the combination of OWL and Horn rules results in the creation of a highly expressive language, i.e. SWRL, there are still many occasions where this language fails to accur...
87
Voted
ICANN
2005
Springer
15 years 6 months ago
2005
Springer
The use of entropy as a cost function in the neural network learning phase usually implies that, in the back-propagation algorithm, the training is done in batch mode. Apart from t...
ICANN
2005
Springer
15 years 6 months ago
2005
Springer
In this paper we introduce feedback based associative learning in self-organized learning arrays (SOLAR). SOLAR structures are hierarchically organized and have the ability to clas...