The College of Information Technology organized the first UAE Workshop on Clinical and Non-Clinical Brain Computer Interfaces (BCIs). International BCI experts from Japan, Canada and Austria delivered talks at the workshop. The workshop has reviewed the fundamental BCI principles that are necessary to develop clinical or non-clinical BCI applications; introduction to brain measurement with EEG, structure of EEG-based BCI, and real time demonstration of intelligent interactive BCI systems.