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153
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CORR
2010
Springer
15 years 29 days ago
2010
Springer
Describing the collective activity of neural populations is a daunting task: the number of possible patterns grows exponentially with the number of cells, resulting in practically...
164
Voted
CVPR
2011
IEEE
15 years 10 days ago
2011
IEEE
Many successful models for predicting attention in a scene involve three main steps: convolution with a set of filters, a center-surround mechanism and spatial pooling to constru...
163
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MP
2011
14 years 10 months ago
2011
Minimizing the rank of a matrix subject to constraints is a challenging problem that arises in many applications in machine learning, control theory, and discrete geometry. This c...
128
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ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
In this work we concentrate on generating compound words with high order n-gram information for speech recognition. In most existing compound words generation methods, only bi-gra...
252
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
Deep Belief Networks (DBNs) are multi-layer generative models. They can be trained to model windows of coefficients extracted from speech and they discover multiple layers of fea...