PoissonHMM

Version 1.0.0 (7.65 KB) by Benjamin Ballintyn
HMM for tracking hidden states from spike trains of many neurons (even with overlapping or multiple spikes per time bin).
5.0
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87 Downloads
Updated 3 Aug 2020
View License on GitHub

This is set of slightly modified algorithms use to train HMMs for the purposes of decoding hidden states generating neural spike trains. The goal of this project is to modify the HMM so that even if there are multiple spikes per time bin (from one or more neurons), the HMM can handle this without an exponentially increasing number of symbols.

Cite As

Benjamin Ballintyn (2024). PoissonHMM (https://github.com/benballintyn/PoissonHMM), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2018b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.0.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.