6 search results - page 1 / 2 » An online Hebbian learning rule that performs Independent Co... |
90
Voted
NIPS
2007
15 years 1 months ago
2007
Independent component analysis (ICA) is a powerful method to decouple signals. Most of the algorithms performing ICA do not consider the temporal correlations of the signal, but o...
89
Voted
ISCAS
2008
IEEE
15 years 6 months ago
2008
IEEE
— Many source separation algorithms fail to deliver robust performance in presence of artifacts introduced by cross-channel redundancy, non-homogeneous mixing and highdimensional...
123
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JMLR
2008
14 years 12 months ago
2008
We study a generative model in which hidden causes combine competitively to produce observations. Multiple active causes combine to determine the value of an observed variable thr...
98
Voted
EAAI
2006
15 years 14 days ago
2006
This contribution describes a neural network that self-organizes to recover the underlying original sources from typical sensor signals. No particular information is required abou...
94
Voted
ICASSP
2008
IEEE
15 years 7 months ago
2008
IEEE
Many source separation algorithms fail to deliver robust performance when applied to signals recorded using highdensity microphone arrays where distance between sensor elements is...