A Brain-Computer Interface (BCI) System to use Arbitrary Windows Applications by Directly Controlling Mouse and Keyboard
Brain-computer/machine interface
A Brain-Computer Interface (BCI) allows to control a computer by brain activity only, without the need for muscle control. In this paper, we…
Comparing Metrics to Evaluate Performance of Regression Methods for Decoding of Neural Signals
Spüler, Martin ; Sarasola-Sanz, Andrea ; Birbaumer, Niels ; Rosenstiel, Wolfgang ; Ramos-Murguialday, Ander
Brain-computer/machine interface
,
Neural signal processing
The use of regression methods for decoding of neural signals has become popular, with its main applications in the field of Brain-Machine…
Towards Decoding of Functional Movements from the Same Limb using EEG
Shiman, Farid ; Irastorza-Landa, Nerea ; Sarasola-Sanz, Andrea ; Spüler, Martin ; Birbaumer, Niels ; Ramos-Murguialday, Ander
Brain-computer/machine interface
,
Rehabilitation – Stroke
,
Brain functional imaging – EEG
In recent years, there has been an increasing interest in using electroencephalographic (EEG) activity to close the loop between brain…
