Derivation of Coupled PCA and SVD Learning Rules from a Newton Zero-Finding Framework

Ralf Möller

In coupled learning rules for PCA (principal component analysis) and SVD (singular value decomposition), the update of the estimates of eigenvectors or singular vectors is influenc…