Skip to content

nsbspl/rate_network_model

Repository files navigation

This folder contains the experimental data and codes for generating results of the paper: "Uncovering network mechanism underlying thalamic deep brain stimulation". 

For details of each part, please see the Readme file in each folder.

1. The folder "experimental Vim data" contains the recorded Vim spike timings - and the corresponding binary spike trains - during different frequencies of Vim-DBS.

2. The folder "rate network model and route optimization" contains the information to generate 
the network model fit (Figure 3) with our route optimization method.

3. The folder "analysis with eigenpairs" contains the results related to the analysis with eigenvalues and eigenvectors (related to Figure 2).

4. The folder "compare with spiking network model" contains the code simulating the spiking network model.

5. The folder "validations (Discussion - section 2)" contains the codes for the validation of model, optimization and mechanism interpretation (Discussion section 2)

6. The folder "supporting codes" contains the codes related to our previous single-ensemble Vim model (Tian et al. (2023)), and Supplementary Methods 1 and 2.

About

The codes and experimental data for generating results of the paper: "Uncovering network mechanism underlying thalamic Deep Brain Stimulation using a novel firing rate model"

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors