Christian Klaes

Affiliations

Chair of Neurotechnology, Medical Faculty, Ruhr University Bochum, Bochum, Germany.

Publications (13)

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

Frontiers in neurorobotics

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

A generic error-related potential classifier based on simulated subjects.

Frontiers in human neuroscience

Avec: Aline Xavier Fidêncio , Christian Klaes , Ioannis Iossifidis

Technical survey of end-to-end signal processing in BCIs using invasive MEAs.

Journal of neural engineering

Avec: Andreas Erbslöh , Leo Buron , Zia Ur-Rehman , Simon Musall , Camilla Hrycak , Philipp Löhler , Christian Klaes , Karsten Seidl , Gregor Schiele

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

Scientific reports

Avec: Omair Ali , Muhammad Saif-Ur-Rehman , Susanne Dyck , Tobias Glasmachers , Ioannis Iossifidis , Christian Klaes

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

Scientific reports

Avec: Robin Lienkämper , Susanne Dyck , Muhammad Saif-Ur-Rehman , Marita Metzler , Omair Ali , Christian Klaes

Error-Related Potentials in Reinforcement Learning-Based Brain-Machine Interfaces.

Frontiers in human neuroscience

Avec: Aline Xavier Fidêncio , Christian Klaes , Ioannis Iossifidis

Human-Robot Intimacy: Acceptance of Robots as Intimate Companions.

Biomimetics (Basel, Switzerland)

Avec: Sophia Bertoni , Christian Klaes , Artur Pilacinski

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

Journal of neural engineering

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

Data-efficient Causal Decoding of Spiking Neural Activity using Weighted Voting.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Ali Marjaninejad , Christian Klaes , Francisco J Valero-Cuevas

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

Scientific reports

Avec: Susanne Dyck , Christian Klaes

Neural representations of economic decision variables in human posterior parietal cortex.

bioRxiv : the preprint server for biology

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

Phantom touch illusion, an unexpected phenomenological effect of tactile gating in the absence of tactile stimulation.

Scientific reports

Avec: Artur Pilacinski , Marita Metzler , Christian Klaes

ConTraNet: A hybrid network for improving the classification of EEG and EMG signals with limited training data.

Computers in biology and medicine

Avec: Omair Ali , Muhammad Saif-Ur-Rehman , Tobias Glasmachers , Ioannis Iossifidis , Christian Klaes

Réseau de co-auteurs

Ioannis Iossifidis 6 collaborations

Artur Pilacinski 4 collaborations

Muhammad Saif-Ur-Rehman 4 collaborations

Omair Ali 3 collaborations

Susanne Dyck 3 collaborations

Tobias Glasmachers 3 collaborations

Aline Xavier Fidêncio 2 collaborations

Robin Lienkämper 2 collaborations

Marita Metzler 2 collaborations

Charles Liu 2 collaborations

Spencer Kellis 2 collaborations

Richard Andersen 2 collaborations

Lukas Christ 1 collaboration

Marius Boshoff 1 collaboration

Patrick Adler 1 collaboration

Michael Miro 1 collaboration

Bernd Kuhlenkötter 1 collaboration

Andreas Erbslöh 1 collaboration

Leo Buron 1 collaboration

Zia Ur-Rehman 1 collaboration

Simon Musall 1 collaboration

Camilla Hrycak 1 collaboration

Philipp Löhler 1 collaboration

Karsten Seidl 1 collaboration

Gregor Schiele 1 collaboration

Sophia Bertoni 1 collaboration

Yaroslav Parpaley 1 collaboration

Jörg Wellmer 1 collaboration

Brian Lee 1 collaboration

Ali Marjaninejad 1 collaboration

Francisco J Valero-Cuevas 1 collaboration

Tyson Aflalo 1 collaboration