An efficient Jacobi-like deflationary ICA algorithm: application to EEG denoising

Sepideh Hajipour (1, 2) , Laurent Albera (3, 1) , Mohammad Bagher (2) , Isabelle Merlet (1)

1 LTSI - Laboratoire Traitement du Signal et de l'Image
2 BiSIPL - Biomedical Signal and Image Processing Laboratory [Teheran]
3 PANAMA - Parcimonie et Nouveaux Algorithmes pour le Signal et la Modélisation Audio

Mots clés: Index Terms—Independent Component Analysis; higher order statistics; deflation; Jacobi-like optimization; denoising; interictal epileptic data; ElectroEn-cephaloGraphy

Domaines: Ingénierie biomédicale

Sepideh Hajipour, Laurent Albera, Mohammad Bagher, Isabelle Merlet. An efficient Jacobi-like deflationary ICA algorithm: application to EEG denoising. IEEE Signal Processing Letters, 2015, 22 (8), pp.1198-1202. ⟨10.1109/lsp.2014.2385868⟩. ⟨hal-01245250⟩