20 ICA Applications

17 maio 2016, 09:30 • Agostinho Cláudio da Rosa

20 ICA Applications
Sum up of ICA implementations, properties and interpretations
Linear, observers are time invariant and sources are independent non-gausssian (up to 1 only)
Permutation, inversion and gain factor are not resolved by ICA
Applications to EOG revmovalApplication to artifacts with saturation nonlinearity
Mother and fetus ECG separation
Independent simultaneous speakers separation
Simgle epoch ERP extraction
General classes of blind sources separation (BSS)