Top
Welcome to VBLS toolbox web page
What is VBLS toolbox?
VBLS is Variational Bayesian Least-Squares : Brain-Machine Interface Data.
Run fakeData_test.m. The indicator variables can be toggled on or off, depending on which algorithms the user wants to run.
Download

This file includes next files.

fakeData_test.m : Test file to run the Variational Bayesian Least Squares (VBLS) algorithm on synthetic data sets.
vbls.m : Source code for VBLS
arrfit.m : Source code for adaptive ridge regression
pls_v1.m : Source code for Partial Least Squares regression
Report : including summary of theory and itemized deliverables (this document)
readme.txt : instructions for how to run source code