multi-connection pattern analysis
MATLAB code used for Yuanning Li, R. Mark Richardson, and Avniel Singh Ghuman. Multi-Connection Pattern Analysis: decoding the representational content of neural communication. Neuroimage, 162 (2017): 32-44 (doi: https://doi.org/10.1016/j.neuroimage.2017.08.033)
Citation:
@article{li2017mcpa, title={Multi-Connection Pattern Analysis: Decoding the representational content of neural communication}, author={Li, Yuanning and Richardson, Robert Mark and Ghuman, Avniel Singh}, journal={NeuroImage}, volume={162}, pages={32--44}, year={2017}, publisher={Elsevier} }
mcpa.m file contains the main function for training and testing MCPA model
example.m is a script that demonstrate the application of MCPA on a sample dataset to evaluate
pairwise single trial classification accuracy between 20 different categories
/data contains the corresponding sample dataset used in example.m
/util contains some help functions