A Brain-Computer Interface (BCI) System to use Arbitrary Windows Applications by Directly Controlling Mouse and Keyboard

Spüler, Martin

Tags 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…

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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

Tags Brain-computer/machine interfaceNeural 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…

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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

Tags Brain-computer/machine interfaceRehabilitation – StrokeBrain functional imaging – EEG

In recent years, there has been an increasing interest in using electroencephalographic (EEG) activity to close the loop between brain…

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