Animation Effects Challenge Intention Decoding from EEG in Active Visual Search

Uscumlic, Marija ;   Blankertz, Benjamin

Tags Brain-computer/machine interface

Motivated by the non-stationarity of our natural visual environment, we demonstrate that dynamic visual scenes challenge EEG-based intention...

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Neural Correlates of Relevant Stimuli Processing for Brain Computer Interfaces

Acqualagna, Laura ;   Blankertz, Benjamin

Tags Brain-computer/machine interfaceNeural signal processingNeural signals - Detection of transient events

The transfer of Brain-Computer Interface (BCI) technology to non-medical application in Human-Computer Interaction (HCI) such as Information...

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Neural Indicators of the Depth of Cognitive Processing for User-Adaptive Neurotechnological Applications

Nicolae, Irina-Emilia ;   Acqualagna, Laura ;   Blankertz, Benjamin

Tags Brain-computer/machine interfaceNeural signal processingBrain physiology and modeling - Cognition, memory, perception

The ability to infer implicit user variables in real-time and an in unobtrusive way would open a broad variety of applications such as adapting...

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Online EEG Artifact Rejection based on Automatic Dimensionality Reduction

Freitas, Lorena ;   Blankertz, Benjamin ;   Höhne, Johannes

Tags Nonstationary processing of biomedical signalsSignal processing in physiological systemsBiomedical signal classification

A method for real-time rejection of EEG artifacts is introduced. Results from artificially contaminated data show that the approach also...

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