Blind Source Separation for Unimodal and Multimodal Brain Networks: A Unifying Framework for Subspace Modeling

. Author manuscript; available in PMC: 2017 Oct 1.

Published in final edited form as: IEEE J Sel Top Signal Process. 2016 Jul 27;10(7):1134–1149. doi: 10.1109/JSTSP.2016.2594945

Name

Deflation

PLS-SVD

X_{m}^{i + 1} = X_{m}^{i} - W_{mi}^{T} W_{mi} X_{m}^{i}

PLS Mode A

X_{m}^{i + 1} = X_{m}^{i} - X_{m}^{i} B_{m}^{i}

PLS1/PLS2

X_{1}^{i + 1} = X_{1}^{i} - X_{1}^{i} B_{1}^{i}

X_{2}^{i + 1} = X_{2}^{i} - X_{2}^{i} B_{1}^{i}