15 search results - page 1 / 3 » Ensemble Learning and Linear Response Theory for ICA |
NIPS
2000
13 years 5 months ago
2000
We propose a general framework for performing independent component analysis (ICA) which relies on ensemble learning and linear response theory known from statistical physics. We ...
CVPR
2005
IEEE
14 years 6 months ago
2005
IEEE
Independent Components Analysis (ICA) maximizes the statistical independence of the representational components of a training image ensemble, but it cannot distinguish between the...
NECO
1998
13 years 4 months ago
1998
ICA
2010
Springer
13 years 4 months ago
2010
Springer
We describe in this paper an advanced protocol for the discrimination and the classification of neuronal spike waveforms within multichannel electrophysiological recordings. Sparse...
AAAI
1998
13 years 5 months ago
1998
The "minimum margin" of an ensemble classifier on a given training set is, roughly speaking, the smallest vote it gives to any correct training label. Recent work has sh...