Background An uninterrupted channel of communication and control between the human
brain and electronic processing units has led to an increased use of Brain Computer …

Transfer learning enables the adaption of models to handle mismatches of distributions
across sessions or across subjects. In this paper, we proposed a new transfer learning …

Gauging human emotion can be of great benefit in many applications, such as marketing,
gaming, and medicine. In this paper, we build a machine learning model that estimates the …

Electroencephalogram (EEG)-based authentication has received increasing attention from
researchers as they believe it could serve as an alternative to more conventional personal …

The high potential for creating brain-computer interfaces (BCIs) and video games for upper
limb rehabilitation has been demonstrated in recent years. In this work, we describe the …

There are significant research efforts underway in the area of automatic robotic-prosthesis
control based on brain–computer interface aiming at understanding how neural signals can …

The study of Electroencephalogram (EEG)-based biometric has gained the attention of
researchers due to the neurons' unique electrical activity representation of an individual …

Zusammenfassung Empirische Erkenntnisse der Grundlagenforschung in den Alltag zu
überführen, ist eine der elementaren Herausforderungen der angewandten Forschung …