EEL 6935 (Special Topics)
Brain Machine Interfaces
Fall 2013
Instructor: Dr. Jose Principe, principe@cnel.ufl.edu
Office Hours: TBA, NEB 451
Syllabus
Lecture notes
- Neuron Models(pdf)
- Random Processes handout (pdf)
- Wiener Filter handout (pdf)
- board capture: mean variance of moving average and Wiener Filter (pdf)
- board capture: LMS Filter (pdf)
- LMS algorithm handout (pdf)
- board capture: Dr. Principe review (pdf)
- board capture: classifiers (pdf)
- Classifier Chapter (pdf)
- Nov 5th Lecture's Code: Based on analyzing BCI competition III dataset IV(a) (code)
- board capture Nov 12 Lecture: PCA Clustering (pdf)
- board capture Nov 14 Lecture: Matching Pursuit (pdf)
Material password protected.
Homeworks
- Homework 1: Wiener filter and LMS (pdf)
- Homework 2: datasources iris (zip) eeg (MAT) eeg (m-file)
Projects
- Project 1: (pdf) and eeg data (all files are zipped): (mat) 1000Hz (mat) Train (txt) Test (txt) 1000Hz Train (txt) 1000Hz Test (txt) Test labels (txt)
- Project 2: (pdf) and data: (data)
These files were added on Oct 3: (pdf) (mu rhythm pdf) (erd ers pdf)
Project 1 files were added on Oct 11.
BCI competition III dataset IV(a) code was added on Nov 5.
board capture: PCA Clustering was added on Nov 12.
board capture: Matching Pursuit was added on Nov 18.
Project 2 files were added on Nov 25.