Abstract: Formal models play a crucial role in advancing knowledge about brain function. However, there are many incoherencies and questions typically asked in the field: what are good model goals? Which modeling tools are appropriate for a given question? When can we compare models? How can we know if model choices are appropriate and justified? This highlights some of the complexity of the model...