Real-time support vector classification and feedback of multiple emotional brain states

►first application of real-time head motion correction, spatial smoothing and feature selection based on a new method called Effect mapping. ►robust prediction by real-time classifier in decoding three discrete emotional states (happiness, disgust and sadness) ►frontal cortex is critically involved in emotion induction by imagery. ►demonstration of real-time feedback of emotional states and self-regulation learning.