768 search results - page 15 / 154 » Information Geometry of Neural Networks |
ANLP
1997
15 years 1 months ago
1997
We describe and experimentally evaluate an efficient method for automatically determining small clause boundaries in spontaneous speech. Our method applies an artificial neural ne...
113
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ICANN
2010
Springer
15 years 27 days ago
2010
Springer
Abstract. Mutual Information (MI) is a powerful concept from information theory used in many application fields. For practical tasks it is often necessary to estimate the Mutual In...
ICPR
2004
IEEE
16 years 28 days ago
2004
IEEE
In this paper, supervised nonparametric information theoretic classification (ITC) is introduced. Its principle relies on the likelihood of a data sample of transmitting its class...
185
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ICANN
2011
Springer
14 years 3 months ago
2011
Springer
The definition of appropriate kernel functions is crucial for the performance of a kernel method. In many of the state-of-the-art kernels for trees, matching substructures are con...
IJCNN
2006
IEEE
15 years 5 months ago
2006
IEEE
— In recent years, many people have been trying to develop some applications to information processing by exploiting oscillatory phenomena in neural networks. Bifurcation and sta...