Research Article

Exploration of Neural Activity under Cognitive Reappraisal Using Simultaneous EEG-fMRI Data and Kernel Canonical Correlation Analysis

Table 1

Correlated components of EEG-fMRI with high relational degrees (> 0.55) under three emotional states.

correlated
components
relational degrees (KCCA approach / CCA approach)
neutral statenegative statereappraisal state

component 10.951 / 0. 9440.971 / 0.9660.932 / 0.913
component 20.892 / 0.8880.952 / 0.9470.834 / 0.801
component 30.833 / 0.8410.863 / 0.8770.805 / 0.731
component 40.765 / 0.7410.821 / 0.8160.704 / 0.716
component 50.643 / 0.6810.753 / 0.7650.613 / 0.606
component 60.586 / N/A0.712 / 0.6600.551 / 0.537
component 7N/A / N/A0.605 / 0.584N/A / N/A