For many years people have speculated that electroencephalographic activity or other
electrophysiological measures of brain function might provide a new non-muscular channel …

The traditional belief is that the event-related alpha response can solely be described in
terms of suppression or event-related desynchronization (ERD). Recent research, however …

Motor imagery can modify the neuronal activity in the primary sensorimotor areas in a very
similar way as observable with a real executed movement. One part of EEG-based brain …

In recent years, new research has brought the field of electroencephalogram (EEG)-based
brain–computer interfacing (BCI) out of its infancy and into a phase of relative maturity …

Motor imagery is viewed as a window to cognitive motor processes and particularly to motor
control. Mental simulation theory [Jeannerod, M., 2001. Neural simulation of action: a …

Oscillations in the alpha and beta band (< 35 Hz) display a dynamic behavior and show
characteristic spatiotemporal patterns in sensory, motor and cognitive tasks. The event …

Brain–computer interfaces (BCIs) aim at providing a non-muscular channel for sending
commands to the external world using the electroencephalographic activity or other …

Single-trial motor imagery classification is an integral part of a number of brain–computer
interface (BCI) systems. The possible significance of the kind of imagery, involving rather …

Interest in developing a new method of man-to-machine communication-a brain-computer
interface (BCI)-has grown steadily over the past few decades. BCIs create a new …

It is widely accepted in the brain computer interface (BCI) research community that
neurological phenomena are the only source of control in any BCI system. Artifacts are …