The courses "Neurointerfaces" and "Mathematical Aspects of EEG and MEG Based Neuroimaging" have been released on our YouTube channel!

Предлагаем вашему вниманию курсы лекций Алексея Евгеньевича Осадчего!

Neurointerfaces course program :
1. Physiology, physics and mathematics of brain activity signals. Generative model.
2. Basic methods of signal processing and IMC based on sustained evoked visual potentials (SSVEP).
3. Evoked potential. The Farewell-Donchin paradigm and the P300 interface.
4. Ideomotor IMC.
5. Advanced methods of signal processing in IMC: Manifold learning. Neural networks. Parameter interpretation. 

Program of the course "Mathematical Aspects of EEG and MEG Based Neuroimaging":
1. Physiological Basis of EEG/MEG.
2. Mathematical Apparatus Review.
3. Genesis of MEG and EEG | Maxwel's Equations | Forward Problem.
4. Forward Dipole Modeling and Fitting. 
5. Dipole Fitting and RAP MUSIC. 
6. Beamforming.
7. Minimum Norm Estimation Approach.

Also on this course you can check out seminars. Program:  
1. Intro to MNE Python and preprocessing.
2. Evoked and induced activity.
3. Forward modeling.
4. Dipole fitting and RAP MUSIC.
5. Distributed source modeling.
6. Additional comments on inverse modeling. 

Enjoy watching!