Mainak Jas

I am a PhD student with Alexandre Gramfort at Telecom ParisTech.
Earlier, I used to work at the Brain research unit with Riitta Hari and Lauri Parkkonen at Aalto University. Here is my old home page.
I have also worked with Devi Parikh as an intern at Virginia Tech.

Education
BTech, Instrumentation Engineering from IIT Kharagpur (2012)
MSc Tech, Machine Learning and Data Mining from Aalto University (2015) [Masters thesis]

Research interests Machine learning, Signal Processing, Optimization
Profile on Google Scholar

Publications

arXiv Manuscripts

Jas, M., Engemann, D., Bekhti, Y., Raimondo, F., & Gramfort, A.
Autoreject: Automated artifact rejection for MEG and MEG data
arXiv preprint arXiv:1612.08194. [Code]

2016

Jas, M., Engemann, D., Raimondo, F., Bekhti, Y., & Gramfort, A.
Automated rejection and repair of bad trials in MEG/EEG
6th International Workshop on Pattern Recognition in Neuroimaging (PRNI)

Bekhti, Y., Strohmeier, D., Jas, M., Badeau, R., Gramfort, A.
M/EEG source localization with multi-scale time-frequency dictionaries
6th International Workshop on Pattern Recognition in Neuroimaging (PRNI)

2015

Jas, M., & Parikh, D.
Image Specificity.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015. (Oral presentation) [Talk] [Project page]

Engemann, D, Raimondo, F., King, J.R., Jas, M., Gramfort, A., Dehaene, S., Naccache, L., Sitt, J.
Automated measurement and prediction of consciousness in vegetative state and minimally conscious patients.
Workshop on Statistics, Machine Learning and Neuroscience at the International Conference on Machine Learning (ICML)

2014

Nangini C., Jas M., Fernandes HL and Muggah R.
Visualizing Armed Groups: The Democratic Republic of the Congo’s M23 in Focus.
Stability: International Journal of Security and Development. 3(1): 5, doi: 10.5334/sta.dd.

2013

Gramfort A., Luessi, M., Larson E., Engemann D., Strohmeier D., Brodbeck C., Goj R., Jas M., Brooks T., Parkkonen L., & Hämäläinen M.
MEG and EEG analysis with MNE-Python.
Frontiers in Neuroscience. 7:267; doi: 10.3389/fnins.2013.00267.

Ramkumar, P., Jas, M., Pannasch, S., Hari R., & Parkkonen, L.
Feature-specific information processing precedes concerted activation in human visual cortex.
Journal of Neuroscience. 33(18): 7691-7699; doi: 10.1523/​JNEUROSCI.

Jas, M., Mukhopadhyay, S., Chakraborty J., Sadhu N. & Khandelwal N.
A Heuristic Approach to Automated Nipple Detection in Digital Mammograms.
Journal of Digital Imaging. 26(5): 932-940; doi: 10.1007/s10278-013-9575-x.

2012

Jas, M., Chakraborty, J., & Mukhopadhyay, S.
An atlas based approach to segmenting MLO view mammograms.
International Conference on Informatics, Electronics & Vision (ICIEV), (pp. 7-11). IEEE; doi: 10.1109/ICIEV.2012.6317399.

Software

I am a core contributor to MNE-Python, a software package for MEG and EEG data analysis.
My principle contributions are to the real-time module and the mne-report.
I also contribute to PyGLMnet in my free time.

Contact

mainak [dot] jas [at] telecom-paristech [dot] fr