Real-Time Estimation and 3D Visualization of Source Dynamics and Connectivity Using Wearable EEG [unknown]

Tim Mullen, Christian Kothe, Mike Chi, Alejandro Ojeda, Trevor Kerth, Scott Makeig, Gert Cauwenberghs, Tzyy-Pin Jung
This report summarizes our recent efforts to deliver real-time data extraction, preprocessing, artifact rejection, source reconstruction, multivariate dynamical system analysis (including spectral Granger causality) and 3D visualization within the SIFT and BCILAB toolboxes. We report the application of such a pipeline to simulated data and real EEG data obtained from wearable high-density (32-64 channel) dry EEG systems.
doi:10.3217/978-3-85125-260-6-106 fatcat:wfzvo4mmuvbjlon2odawz5q5ia