Ongoing projects:
| 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 mathematical framework for EMD inspired method and analysing its behaviour. |
(Hybrid) Brain Computer Interfaces:
| P300 paradigm | P300 is a brain-computer interface (BCI) paradigm, which takes advantage of event-related potential P300 elicited in odd ball paradigm. Project involved designing user interface for evoking brain responses, performing EEG signal analysis, feature extraction from data, statistical validation and performing action. Interface was written in Python for OpenBCI platform. Description on the project is in Bachelor thesis (in Polish only). |
| P300 + Eyetracker | Combination of P300 BCI paradigm with eyetracker interface, i.e. designing hybrid brain-computer interface (hBCI). It was a Master thesis project, where I have build eyetracker and included it in analysis for BCI. Idea was to gradually teach and accustom patient with progressive neurological disease which eventually would lead to body paralyse, e.g. ALS. Patients would start using 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. |
