RBM, TRBM and neural metrics
Models are presented in the article: Blindfold learning of an accurate neural metric, Gardella, Marre and Mora, 2018, Proceedings of the National Academy of Sciences, arXiv:1710.05067.
This repository allows you to learn the Restricted Boltzmann Machine (RBM) and Temporal Restricted Boltzmann Machine (TRBM).
It also explains how to compute neural metrics based on the RBM and TRBM.
Examples are provided in scripts MAIN_RBM.m, MAIN_TRBM.m and MAIN_metrics.m.
The code uses .mex functions, allowing Matlab to run C code. The .mex files must be compiled before using them on
a new computer, by going into folder Mex_functions and running script COMPILE_mex_files.m.