README.asv

# SSPE-sims
Code repository to recreate the simulations and plots in [A State Space Modeling Approach to Real-Time Phase Estimation](https://elifesciences.org/articles/68803). 
 
Note that data from the simulations exists already at Figshare, however, they can also be recreated by running the simulations 
in the SSPE-sims/simulations folder. 
 
Be sure to add all libraries in the folder to the path before running simulations. 
Code from [Zrenner et al. 2020 (https://doi.org/10.1016/j.neuroimage.2020.116761) 
and from Blackwood, Lo and Widge, 2018 (https://doi.org/10.1109/EMBC.2018.8513232) added here for ease of use. 

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# SSPE folder
Estimating phase in real time with a state space model tracking the analytic signal.
 
Please examine demo and muRhythmDemo.mlx and the help in different functions to understand the process of using this code.

Here's a video working through the mu-rhythm tutorial: https://www.youtube.com/watch?v=zITGvFeRvOA