no code implementations • 26 Feb 2024 • Niklas Kueper, Su Kyoung Kim, Elsa Andrea Kirchner
Furthermore, the classifier was evaluated to predict unilateral movements by only beeing trained on the data of the bilateral movement condition.
no code implementations • 19 May 2023 • Niklas Kueper, Kartik Chari, Judith Bütefür, Julia Habenicht, Su Kyoung Kim, Tobias Rossol, Marc Tabie, Frank Kirchner, Elsa Andrea Kirchner
The aim of this study was to provide a dataset to the research community, particularly for the development of new methods in the asynchronous detection of erroneous events from the EEG.
no code implementations • 10 Aug 2022 • Mario Michael Krell, Nils Wilshusen, Anett Seeland, Su Kyoung Kim
Adding all and removing the oldest samples results in the best performance, whereas for smaller drifts, it can be sufficient to only add potential new support vectors of the SVM which reduces processing resources.
no code implementations • 25 Jul 2022 • Su Kyoung Kim, Michael Maurus, Mathias Trampler, Marc Tabie, Elsa Andrea Kirchner
To this end, the best combinations of forward and backward sliding windows will be automatically selected to account for inter-subject variability in classification performance.
no code implementations • 9 Jan 2018 • 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.