| Mathematical modelling | KurSL: a model of coupled oscillators based on Kuramoto’s coupling and Sturm-Liouville theory | The PhD thesis. A work on a mathematical model that would be able to describe generic system containing coupled oscillators. The inspiration and the main application are the brain waves (EEG). |
| Mathematical modelling | A mathematical framework for EMD | Empirical mode decomposition (EMD) although proven empirically to work as an excellent data-driven decomposition method, there are still many unknowns related to it. This project is about creating a mathematical framework for EMD inspired method and analysing its behaviour. |
| Brain-Computer Interfaces | P300 paradigm | P300 is a brain-computer interface (BCI) paradigm, which takes advantage of event-related potential P300 elicited an oddball paradigm. The project involved designing user interface for evoking brain responses, performing EEG signal analysis, feature extraction from data, statistical validation and performing an action. The interface was written in Python for the OpenBCI platform. The description on the project is in Bachelor thesis (in Polish only). |
| Brain-Computer Interfaces | P300 + Eyetracker | A combination of the P300 BCI paradigm and an eyetracker creating a hybrid brain-computer interface (hBCI). The Master thesis project. The idea was to progressively teach and accustom a patient with the neurological disease which eventually would lead to body paralyse, e.g. ALS. Patients would start using a computer with eyetracker and gradually switch to P300, which would learn their behaviours. |
| Assistive Technology | Eyetracker | Hardware and software designing based on other open source. |
