238 search results - page 2 / 48 » A Constraint Learning Algorithm for Blind Source Separation |
104
Voted
ISNN
2005
Springer
15 years 5 months ago
2005
Springer
Abstract. This paper proposes a novel algorithm based on informax for postnonlinear blind source separation. The demixing system culminates to a neural network with sandwiched stru...
112
Voted
TASLP
2011
14 years 7 months ago
2011
—Time-domain algorithms for blind separation of audio sources can be classified as being based either on a partial or complete decomposition of an observation space. The decompo...
97
Voted
EAAI
2006
15 years 12 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...
123
Voted
ICA
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. This paper demonstrates and exploits some interesting frequency-domain properties of nonstationary signals. Considering these properties, two new methods for blind separa...
109
Voted
JMLR
2006
15 years 11 days ago
2006
We apply a type of generative modelling to the problem of blind source separation in which prior knowledge about the latent source signals, such as time-varying auto-correlation a...