"# Demonstration of validation testing with NetworkUnit by replicating the results in Gutzen et al. (2018)\n",
- "This notebook should showcase the basic validation workflow with the [SciUnit](https://github.com/scidash/sciunit) package and the test repository [NetworkUnit](https://github.com/INM-6/NetworkUnit). Here, the results are replicated reported in\n",
+ "This notebook showcases the basic validation workflow with the [SciUnit](https://github.com/scidash/sciunit) package and the test repository [NetworkUnit](https://github.com/INM-6/NetworkUnit). Here, the results are replicated reported in\n",
"\n",
"Gutzen, R., von Papen, M., Trensch, G., Quaglio, P., Grün, S., and Denker, M. (2018). \n",
"*Reproducible neural network simulations: statistical methods for model validation on the level of network activity data*\n",
