This code implements approximate inference methods for State-Space Analysis of Spike Correlations (Shimazaki et al. PLoS Comp Bio 2012). It is an extension of the existing code from repository https://github.com/tomxsharp/ssll (For Matlab Code refer to http://github.com/shimazaki/dynamic_corr).
Copyright (C) 2016 Christian Donner (christian.donner@bccn-berlin.de) Hideaki Shimazaki (shimazaki@brain.riken.jp)
Exact Model: See the original paper for mathematical details, and example_exact.py for a demonstration of how to use the program.
Approximation Methods: See arxiv publication http://arxiv.org/abs/1607.08840 (not peer reviewed) for mathematical details on approximation methods. Demonstration of approximation methods in example_approx.py.
Contact for queries: Christian Donner