pillow lab @ princeton

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).

download: StepRampMCMC-master.zip
clone: github page
more info: README.html

relevant publication:

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 ]

Please report any bugs to pillow@princeton.edu