The code uploaded here reproduces 2 figures (Figure 8 and Figure 9) from [1].  The core scripts to run are 

```
Figure_8.m 
```

```
Figure_9.m 
```

In order for these scripts to run, they must be retained in the existing folder structure as this zip, or the sub-functions have to be added to the path in MATLAB’s path. `Figure_8` reproduces the training, testing, and rescaled testing of the Rossler system while `Figure 9` reproduces the training, testing, and rescaled testing of the pitchfork normal form system. 

[1] Nicola W. (2026) The coupling strength is a scale parameter in threshold power-law reservoirs and does not influence training accuracy. *Chaos, Solitons & Fractals* 209(1):118403. [doi:10.1016/j.chaos.2026.118403](https://doi.org/10.1016/j.chaos.2026.118403)