Improving quantification of functional networks with EEG inverse problem: Evidence from a decoding point of view

► We estimate power and coherence on the cortex using EEG source reconstruction. ► Features are efficiently processed to classify experimental conditions in real-time. ► EEG source reconstruction improves decoding of mental imagery tasks. ► Redundancy between coherence and power is reduced after source reconstruction.