Combining PCA and multiset CCA for dimension reduction when group ICA is applied to decompose naturalistic fMRI data. - Tsatsishvili, Valeri; Cong, Fengyu; Toiviainen, Petri; Ristaniemi, Tapani (2015)

Generation of stimulus features for analysis of FMRI during natural auditory experiences. - Tsatsishvili, Valeri; Cong, Fengyu; Ristaniemi, Tapani; Toiviainen, Petri; Alluri, Vinoo; Brattico, Elvira; Nandi, Asoke K. (2014)

Dimension reduction for individual ica to decompose FMRI during real-world experiences: principal component analysis vs. canonical correlation analysis. - Tsatsishvili, Valeri; Cong, Fengyu; Puoliväli, Tuomas; Alluri, Vinoo; Toiviainen, Petri; Nandi, Asoke K.; Brattico, Elvira; Ristaniemi, Tapani (2013)