The use of non-invasive imaging techniques for research or clinical purposes has grown exponentially over the past two decades. In the current course, we will examine the mechanisms, analysis methods and conclusions that can and cannot be drawn from such techniques. Special focus will be given to functional magnetic resonance imaging (fMRI).