Animation Effects Challenge Intention Decoding from EEG in Active Visual Search
Uscumlic, Marija ; Blankertz, Benjamin
Brain-computer/machine interface
Motivated by the non-stationarity of our natural visual environment, we demonstrate that dynamic visual scenes challenge EEG-based intention…
Neural Correlates of Relevant Stimuli Processing for Brain Computer Interfaces
Acqualagna, Laura ; Blankertz, Benjamin
Brain-computer/machine interface
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Neural signal processing
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Neural 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…
Neural Indicators of the Depth of Cognitive Processing for User-Adaptive Neurotechnological Applications
Nicolae, Irina-Emilia ; Acqualagna, Laura ; Blankertz, Benjamin
Brain-computer/machine interface
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Neural signal processing
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Brain 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…
Online EEG Artifact Rejection based on Automatic Dimensionality Reduction
Freitas, Lorena ; Blankertz, Benjamin ; Höhne, Johannes
Nonstationary processing of biomedical signals
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Signal processing in physiological systems
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Biomedical signal classification
A method for real-time rejection of EEG artifacts is introduced. Results from artificially contaminated data show that the approach also…
