11814 search results - page 129 / 2363 » On Generalization by Neural Networks |
164
Voted
NIPS
2000
15 years 5 months ago
2000
A goal of statistical language modeling is to learn the joint probability function of sequences of words in a language. This is intrinsically difficult because of the curse of dim...
148
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AUSAI
2006
Springer
15 years 7 months ago
2006
Springer
There is increasing evidence to suggest that the neocortex of the mammalian brain does not consist of a collection of specialised and dedicated cortical architectures, but instead ...
136
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ICANN
2005
Springer
15 years 9 months ago
2005
Springer
A common assumption in supervised learning is that the training and test input points follow the same probability distribution. However, this assumption is not fulfilled, e.g., in...
129
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GECCO
2009
Springer
15 years 10 months ago
2009
Springer
In this paper, we study instances of complex neural networks, i.e. neural networks with complex topologies. We use Self-Organizing Map neural networks whose neighborhood relations...
