2025


Faster implicit motor sequence learning of new sequences compatible in terms of movement transitions

Susanne Dyck, Christian Klaes

Published in npj Science of Learning (2025) | Vol. 10, Issue 1, Page 3

DOI:: 10.1038/s41539-025-00296-4


Error-related Potential driven Reinforcement Learning for adaptive Brain-Computer Interfaces

Aline Xavier Fidêncio, Felix Grün, Christian Klaes, Ioannis Iossifidis

Published in arXiv preprint (2025) | arXiv:2502.18594

DOI:10.48550/arXiv.2502.18594

Spontaneous eye movements reveal that premotor cortex is involved in human thinking

Artur Pilacinski, Lia Wagner, Gabriel Besson, Maria Joao Matos, Eduardo Araujo, Christian Klaes

Published in bioRxiv (2025) | Pages: 2025.03.11.642662

DOI: https://doi.org/10.1101/2025.03.11.642662

2024


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


Humans underestimate the movement range of their own hands

Artur Pilacinski, Antoine Vandenberghe, Gabriella Andrietta, Gilles Vannuscorps

Published in Commun Psychol (2024) | Vol. 2, No. 1, p. 104

DOI: 10.1038/s44271-024-00153-x


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


Questionable evidence for prefrontal cortex as an alleged psi inhibitor

Artur Pilacinski, Christian Klaes, Jason Friedman, Michael Wiesing

Published in Cortex (2024), ISSN: 0010-9452.

DOI: 10.1016/j.cortex.2024.01.001

2023


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


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

2022


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)


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

 

2021


Quantifying the alignment error and the effect of incomplete somatosensory feedback on motor performance in a virtual brain–computer-interface setup

Robin Lienkämper, Susanne Dyck, Muhammad Saif-ur-Rehman, Marita Metzler, Omair Ali, Christian Klaes

Published in Scientific Reports (2021) | Vol. 11, No. 1, p. 4614

DOI: 10.1038/s41598-021-84288-5


SpikeDeep-classifier: a deep-learning based fully automatic offline spike sorting algorithm

Muhammad Saif-ur-Rehman, Omair Ali, Susanne Dyck, Robin Lienkämper, Marita Metzler, Yaroslav Parpaley, Jörg Wellmer, Charles Liu, Brian Lee, Spencer Kellis, Richard Andersen, Ioannis Iossifidis, Tobias Glasmachers, Christian Klaes

Published in Journal of Neural Engineering (2021) | Vol. 18, No. 1, p. 016009

DOI: 10.1088/1741-2552/abc8d4

2020


Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals

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

Published in arXiv preprint (2020) | arXiv:2011.14694

DOI: 10.48550/arXiv.2011.14694

2019


SpikeDeeptector: a deep-learning based method for detection of neural spiking activity

Muhammad Saif-ur-Rehman, Robin Lienkämper, Yaroslav Parpaley, Jörg Wellmer, Charles Liu, Brian Lee, Spencer Kellis, Richard Andersen, Ioannis Iossifidis, Tobias Glasmachers, Christian Klaes

Published in Journal of Neural Engineering (2019) | Vol. 16, No. 5, p. 056003

DOI: 10.1088/1741-2552/ab1e63