Code to fit spike trains with the Conductance-based encoding model.
This MATLAB code is a reference implementation for the analyses found in Latimer et al. 2014.
Downloading the repository
From command line:
git clone firstname.lastname@example.org:pillowlab/CBEM.git
In browser: click to Download ZIP and then unzip archive
exampleScript.m to see it in action using a small simulated dataset
- K. W. Latimer, E. J. Chichilnisky, F. Rieke, & J. W. Pillow (2014). Inferring synaptic conductances from spike trains with a biophysically inspired point process model Advances in Neural Information Processings Systems 27, 954-962.