EEG Signal Processing Methods for Statistical Analysis
A project to process EEG signals to extract novel features towards statistical analysis and machine learning.
Machine Learning
As a part of my postgraduate Masters thesis, I developed pipelines to test out parameters within EEG preprocessing methods. The preprocessing methods resulted in novel features which were used for Machine Learning classification. A scientific paper is coming along soon.
DOI
10.3390/s20216285
Date published
4 November 2020
Role
Lead researcher
Affiliation
University of Sydney
Skills involved
- Signal processing
- Machine learning
- Statistical analysis
- Mathematics
Tech used
- MATLAB
- Python
- Tensorflow
- EEGLAB