EEL 6935 (Special Topics)
Brain Machine Interfaces
Spring 2011
Instructor: Dr. Jose Principe, principe@cnel.ufl.edu
Office Hours: TBA, NEB 451
Syllabus
Lecture notes--moved offline, please check our wiki at cnel.ufl.edu/bmi for archive
- Survey of BMIs 10.7 MB powerpoint (posted 9/5/2011 9:07 PM)
- Models and Physiology of the Neuron 2.1 MB powerpoint{pptx} (posted 9/5/2011 9:10 PM)
- Macroscopic activity1,563 kB powerpoint{pptx} (posted 9/16/2011 9:10 pm)
- Preprocessing and Analysis (part I)1.8 kB {pdf} MATLAB scratchcode 2kB{m file} (posted 9/20/2011 10:37 am)
- Preprocessing and Analysis (part II)2.2 MB {pdf} (posted 9/23/2011 8:23 am)
- Classification441.5 KB {pdf} (posted 9/27/2011 10:09 am)
- EEG features for BCIs 2.7 MB {pptx}
- Principles of BMIs 11.4 MB{pptx} (posted 10/07/2011 9:50 pm)
- Linear models for rate based motor BMI decoding 613 kB {pdf} (posted 10/15/2011 2:23 pm)
- Examples of using models for neural analysis 2.4 MB {pdf} (posted 10/18/2011 9:57 am
- Point Process Introduction 160.6kB {pdf} (posted 11/10/2011 9:47 am)
- Sequential Monte Carlo Point Process Estimation 599.3kB {pdf} (posted 11/10/2011 9:47 am)
Homeworks
- Homework 2 classifiers 46.1 KB {pdf} a) iris dataset 1.6 KB{zip} b) EEG data excerpt {mat MATLAB datafile} MATLAB code{m file} (posted 9/27/2011 10:47 am)
Projects
- Project 1 13.8 kB {pdf} dataset 1.3 MB {mat MATLAB datafile} (posted 10/19/2011 3:14 pm)
- Project 2 64.3 kB {pdf} dataset 1.6 MB {zip} (posted 11/15/2011 8:41 am)
