364 search results - page 40 / 73 » Regularization Learning of Neural Networks for Generalizatio... |
111
Voted
GECCO
2007
Springer
15 years 8 months ago
2007
Springer
The brain has long been seen as a powerful analogy from which novel computational techniques could be devised. However, most artificial neural network approaches have ignored the...
85
Voted
IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
— We analyze the generalization performance of a student in a model composed of linear perceptrons: a true teacher, ensemble teachers, and the student. Calculating the generaliza...
127
Voted
BVAI
2005
Springer
15 years 8 months ago
2005
Springer
A visual system not only needs to recognize a stimulus, it also needs to find the location of the stimulus. In this paper, we present a neural network model that is able to genera...
113
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IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
Abstract— Independent subspace analysis (ISA) is a generalization of independent component analysis (ICA), where multidimensional ICA is incorporated with the idea of invariant f...
107
Voted
CANDC
2009
ACM
15 years 9 months ago
2009
ACM
We present a sub-symbolic computational model for effecting knowledge re-representation and insight. Given a set of data, manifold learning is used to automatically organize the d...