Human in the collaborative loop: a strategy for integrating human activity recognition and non-invasive brain-machine interfaces to control collaborative robots

Artur Pilacinski, Lukas Christ, Marius Boshoff, Ioannis Iossifidis, Patrick Adler, Michael Miro, Bernd Kuhlenkötter, Christian Klaes

Published in Front. Neurorobot. (2024) | Vol. 18

DOI:10.3389/fnbot.2024.1383089

Training-related changes in neural beta oscillations associated with implicit and explicit motor sequence learning

Susanne Dyck, Christian Klaes

Published in Scientific Reports (2024) | Vol. 14, No. 1, p. 6781

DOI: 10.1038/s41598-024-57285-7

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Point of View: Beware ‘persuasive communication devices’ when writing and reading scientific articles

Olivier Corneille, Jo Havemann, Emma L Henderson, Hans IJzerman, Ian Hussey, Jean-Jacques Orban de Xivry, Lee Jussim, Nicholas P Holmes, Artur Pilacinski, Brice Beffara, Harriet Carroll, Nicholas Otieno Outa, Peter Lush, Leon D Lotter

Published in eLife (2023) Sciences Publications, Ltd | Vol. 12, p. e88654

DOI: 10.7554/eLife.88654

Neural representations of economic decision variables in human posterior parietal cortex

Christian Klaes, Artur Pilacinski, Spencer Kellis, Tyson Aflalo, Charles Liu, Richard Andersen

Published in bioRxiv (2023)

DOI: 10.1101/2023.05.18.541297

Phantom touch illusion: Unexpected phenomenological effects of tactile gating in the absence of tactile stimulation

Artur Pilacinski, Marita Metzler, Christian Klaes

Published in Nature (2023)

DOI: 10.1038/s41598-023-42683-0

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The robot eyes don’t have it: The presence of eyes on collaborative robots yields marginally higher user trust but lower performance

Artur Pilacinski, Ana Pinto, Soraia Oliveira, Eduardo Araújo, Carla Carvalho, Paula Alexandra Silva, Ricardo Matias, Paulo Menezes, Sonia Sousa

Published in Heliyon (2023) | Vol. 9, No. 8, p. e18164

DOI: 10.1016/j.heliyon.2023.e18164

Error-related potentials in reinforcement learning-based brain-machine interfaces

Aline Xavier Fidêncio, Christian Klaes, Ioannis Iossifidis

Published in Frontiers in Human Neuroscience (2022) | Vol. 16

DOI: https://doi.org/10.3389/fnhum.2022.806517

ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces

Omair Ali, Muhammad Saif-ur-Rehman, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes

Published in arXiv preprint arXiv:2206.10677 (2022)

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Enhancing the decoding accuracy of EEG signals by the introduction of anchored-STFT and adversarial data augmentation method

Omair Ali, Muhammad Saif-ur-Rehman, Susanne Dyck, Tobias Glasmachers, Ioannis Iossifidis, Christian Klaes

Published in Scientific Reports (2022) | Vol. 12, No. 1, pp. 1–19

DOI: 10.1038/s41598-022-07992-w

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