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 ### Demo
 
-Jupyter notebooks demonstrating the basic functionality of SpinWalk for [BOLD fMRI contrast](./demo/spinwalk_example.ipynb) and [free diffusion](./demo/spinwalk_dwi.ipynb) simulations can be found in the [demo](./demo) folder.
+Jupyter notebooks demonstrating the basic functionality of SpinWalk for [BOLD fMRI contrast](./demo/spinwalk_bold.ipynb) and [free diffusion](./demo/spinwalk_dwi.ipynb) simulations can be found in the [demo](./demo) folder.
 
 Below are example plots generated by SpinWalk, showing BOLD sensitivity as a function of vessel size for Gradient Echo (GRE) and Spin Echo (SE) sequences. Some [literature](#Literature) is provided as a reference to help understand the intended outcomes of these simulations.
 
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