This repo contains R code for Kai Miller's houses and faces ECoG analysis, with his permission. The data and original MATLAB code are available through Miller et al. 2016. R version of code created by Ye Xing at Microsoft.

Spontaneous Decoding of the Timing and Content of Human Object Perception from Cortical Surface Recordings Reveals Complementary Information in the Event-Related Potential and Broadband Spectral Change (e1004660.doi:10.1371/journal.pcbi.1004660).

These data have also appeared in the Decoding Brain Signals competition, sponsored by Microsoft, in 2016.

Before running on your local machine, make sure you have the following packages installed.

• R.matlab
• PopED
• fftw
• abind
• pracma
• signal
• bspec
• e1071