I am a PhD Candidate (ABD) in the
Department of Computer Science at
Colorado State University (CSU) and a Data Scientist actively doing research in
Deep Learning,
Machine Learning,
Data Science
and their applications in
Neuroimaging and
Brain-Computer Interfaces(BCI).
My PhD advisor is
Professor Chuck Anderson.
I am a member of BCI Lab
at CSU. I also collaborate with
Cognitive Neuroscience research group.
See our research in local media:
CSU scientists help people with motor impairments perform daily tasks through computers.
Education:
Research Interests:
Projects:
This research is in progress.
This research is in progress.
Final project of Advanced Machine Learning PhD-level course (2014).
Final project of Machine Learning graduate-level course (2013).
Master's Thesis, North Dakota State University (2013).
Published in the Proceedings of IEEE International Conference of E-Learning and E-Teaching (ICELET2012).
BSc Thesis (2011).
Publications:
[Under preparation], currently 2 manuscripts, in the area of Deep Learning applications in Neuroimaging (fMRI)
CEBL3: A New Software Platform for EEG Analysis and Rapid Prototyping of BCI Technologies
E. Forney, C. Anderson, W. Gavin, P. Davies, M. Roll, I. Ryzhkov, and F. Vafaei
Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI Past, Present, and Future, May 30June 3 2016, Asilomar Conference Center, Pacific Grove, California, USA, page 145, 2016.
Classification of Error Related Negativity (ERN)
Fereydoon Vafaei, Charles Anderson, Patricia Davies, William Gavin.
Presented at the Front Range Neuroscience Group (FRNG) Annual Meeting, December 10th, 2014, Fort Collins, Colorado. Poster.
Also presented at the CSU Molecular, Cellular & Integrative Neuroscience (MCIN) Symposium, February 27, 2015, Fort Collins, Colorado. Poster.
Taxonomy of Gestures in Human Computer Interaction
Fereydoon Vafaei
Master's Thesis, Department of Computer Science, North Dakota State University, Fargo, North Dakota, 2013.
Predicting GPA and academic dismissal in LMS using educational data mining: A case mining
Mahdi Nasiri, Behrouz Minaei, Fereydoon Vafaei
Proceedings of 6th National and 3rd International Conference of E-Learning and E-Teaching (ICELET 2012), pp. 53-58.Tehran, Iran, 2012.
"If you can't explain it simply, you don't understand it well enough." ~Albert Einstein
Teaching Experience: