Background Brain Computer Interfaces (BCI) have gained increased attention over the last decades because they offer intuitive control in a plethora of applications where other interfaces (e.g. joysticks) are inadequate or impractical. Moreover, these kinds of interfaces allow people with motor disabilities such as amyotrophic lateral sclerosis (ALS)...