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

An image
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 processingMachine learningStatistical analysisMathematics
Tech used
MATLABPythonTensorflowEEGLAB