Search Results for author: Elsa Andrea Kirchner

Found 3 papers, 0 papers with code

EEG classifier cross-task transfer to avoid training sessions in robot-assisted rehabilitation

no code implementations26 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.

EEG motion prediction

EEG and EMG dataset for the detection of errors introduced by an active orthosis device

no code implementations19 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.

EEG

Continuous ErrP detections during multimodal human-robot interaction

no code implementations25 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.

EEG feature selection

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