On the achievability of blind source separation for high-dimensional nonlinear source mixtures.
Takuya IsomuraTaro ToyoizumiPublished in: CoRR (2018)
Keyphrases
- blind source separation
- source separation
- source signals
- high dimensional
- component analysis
- independent component analysis
- nonlinear functions
- independent components analysis
- non stationary
- blind separation
- mixing matrix
- adaptive particle swarm optimization
- eigenvalue decomposition
- low dimensional
- sparse representation
- negative matrix factorization
- independent components
- high dimensionality
- nearest neighbor
- dimensionality reduction
- single channel
- temporal structure
- algebraic equations
- image processing
- simple linear
- high dimensional data
- denoising
- pattern recognition
- feature extraction
- information retrieval
- factor analysis
- input space
- frequency domain
- collaborative filtering
- data points