Multiresolution analysis over graphs for a motor imagery based online BCI game

• Published in: Computers in biology and medicine Vol. 68; pp. 21 - 26
• Main Authors: Asensio-Cubero, Javier, Gan, John Q., Palaniappan, Ramaswamy
• Format: Journal Article
• Language: English
• Published: United States Elsevier Ltd 01.01.2016; Elsevier Limited
• Subjects: Attention Deficit Hyperactivity Disorder; BCI game; Brain-Computer Interfaces; Classification; Data analysis; EEG graph representation; Electrodes; Games; Graph representations; Humans; Imagination; Internal Medicine; Motor imagery; Other; Signal processing; Standard deviation; Video Games; Wavelet lifting; Motor imagery; EEG graph representation; Wavelet lifting; BCI game

Multiresolution analysis (MRA) over graph representation of EEG data has proved to be a promising method for offline brain–computer interfacing (BCI) data analysis. For the first time we aim to prove the feasibility of the graph lifting transform in an online BCI system. Instead of developing a poin...