The goal of this course is to introduce a new and fast-evolving field of direct interaction between the human neural system and machines aiming to augment human capabilities by enabling people (especially disabled) to communicate and control devices by mere "thinking". The course will cover different kinds of physiological signals (from muscular activity to brain waves) and the algorithms for recognizing the subject’s intent as well as a variety of emotional/cognitive states.