Tutorial on EEG linear decoding and spatial filtering

Instructor: Lucas C. Parra

Lecture material: Slides
Demo code to generate many figures in the slides: eegtutorial.m
Example EEG data to make those figures: data.zip
Matlab code for penalized logistic regression:logist.m
Demo for inter-subjects correlation in EEG: code and data
Demo for stimulus-response correlation in EEG: code and data