Forward and Inverse Problems in EEG
Research goals
We aim to derive and implement accurate EEG forward models and EEG inverse problem solvers having high spatial resolution and provably optimal reconstruction of the brain's electrical activity.
Key papers
T Piotrowski, J Nikadon, D Gutierrez, MV-PURE Spatial Filters With Application to EEG/MEG Source Reconstruction, IEEE Transactions on Signal Processing, 67 (2019), pp. 553-567.
T Piotrowski, J Nikadon, A Moiseev, Localization of brain activity from EEG/MEG using MV-PURE framework, Biomedical Signal Processing and Control, 64 (2021), pp. 102243.
K Rykaczewski, J Nikadon, W Duch, T Piotrowski, supFunSim: Spatial Filtering Toolbox for EEG, Neuroinformatics, 19 (2021), pp. 107-125.