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Machine Learning on Neuroimaging Data

First lecture of a short course Machine Learning on Neuroimaging Data presented at AACIMP 2014

This is two-lecture course about neuroimaing techniques used in Brain-Computer Interfaces and an example of applying machine learning to EEG data source for mental state classification.

Download PDF: Lecture 1 – Neuroimaging Techniques
Download PDF: Lecture 2 – Machine Learning on EEG


I have worked on various projects in machine learning and computer science, neuroscience and brain-computer interfaces, reinforcement learning and robotics. Currently I am focusing on two things: leading machine learning team at OffWorld Inc. to train robots for space exploration, and finishing my PhD in neuroscience and artificial intelligence at University of Tartu.

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