Classifying Single Trial EEG: Towards Brain Computer Interfacing

Driven by the progress in the field of single-trial analysis of EEG, there is a growing interest in brain computer interfaces (BCIs), i.e., systems that enable human subjects to control a computer only by means of their brain signals. In a pseudo-online simulation our BCI detects upcoming finger movements in a natural keyboard typing condition and predicts their laterality. This can be done on average 100

• Type: Conference
• Year: 2001
• Where: NIPS
• Authors: Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
• Keywords: Brain Signals, Favorable Regularization Properties, Keyboard Typing Condition, NIPS 2001, NIPS 2007