neural coding & computation group
Model comparison for stepping and ramping spike train models - matlab code
description: Runs the stepping/ramping model comparison described in Latimer et al, Science 2015.
Takes in spike data observed over many trials, fits latent "stepping" and "ramping" models to the data, and compares the model fits with the Deviance Information Criterion (DIC).
clone: github page
more info: README.html
Latimer KL, Yates JL, Meister MLR, Huk AC, & Pillow JW (2015). "Single-trial spike trains in parietal cortex reveal discrete steps during decision-making" Science 349(6244): 184-187. [abs | link | SI ]