20 citations · 42 across the 4 of their papers we have counts for
4 papers
EEG and EMG dataset for the detection of errors introduced by an active orthosis device
Niklas Kueper, Kartik Chari, Judith Bütefür +6
This paper presents a dataset containing recordings of the electroencephalogram (EEG) and the electromyogram (EMG) from eight subjects who were assisted in moving their right arm b…
Classifier Transfer with Data Selection Strategies for Online Support Vector Machine Classification with Class Imbalance
Mario Michael Krell, Nils Wilshusen, Anett Seeland +1
Objective: Classifier transfers usually come with dataset shifts. To overcome them, online strategies have to be applied. For practical applications, limitations in the computation…
Continuous ErrP detections during multimodal human-robot interaction
Su Kyoung Kim, Michael Maurus, Mathias Trampler +2
Human-in-the-loop approaches are of great importance for robot applications. In the presented study, we implemented a multimodal human-robot interaction (HRI) scenario, in which a…
Data Augmentation for Brain-Computer Interfaces: Analysis on Event-Related Potentials Data
Mario Michael Krell, Anett Seeland, Su Kyoung Kim
On image data, data augmentation is becoming less relevant due to the large amount of available training data and regularization techniques. Common approaches are moving windows (c…