Matthias Krauledat

Rhine-Waal University of Applied Sciences — Germany

Neuroscience · Life Sciences

23h-index4.9kcitations40works0.62yr avg
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Research Topics

EEG and Brain-Computer Interfaces(30), Neural dynamics and brain function(18), Neuroscience and Neural Engineering(14), Functional Brain Connectivity Studies(6), Advanced Memory and Neural Computing(6)

Publications40 total

<i>Wearanize+</i> : a multimodal dataset for evaluating wearable technologies in sleep research
SLEEP Advances·2025Open Access
Wearanize+: A Multimodal Dataset for Evaluating Wearable Technologies in Sleep Research
2025Open Access
Wearanize+: A Multimodal Dataset for Evaluating Wearable Technologies in Sleep Research
2025Open Access
eegFloss: A Python package for refining sleep EEG recordings using machine learning models
arXiv (Cornell University)·2025Open Access
Design of Electronic Chess Board Using Analogue Hall-effect Sensors for Piece Identification
2025
0437 An Open Source and Freely Available Sleep Stage Classifier Optimized for Forehead EEG Devices
SLEEP·2025Open Access
Wearanize+: A Multimodal Dataset for Evaluating Wearable Technologies in Sleep Research
2025· 3 citedOpen Access
Effects of Dataset properties on the training of GANs
arXiv (Cornell University)·2018· 1 citedOpen Access
Acquiring Efficient Locomotion in a Simulated Quadruped through Evolving Random and Predefined Neural Networks
IT University Of Copenhagen (IT University of Copenhagen)·2015Open Access
Applicability and robustness of the hen's egg test for analysis of micronucleus induction (HET-MN): Results from an inter-laboratory trial
Mutation Research/Genetic Toxicology and Environmental Mutagenesis·2012· 21 cited
Feasibility study to support a threshold of sensitization concern concept in risk assessment based on human data
Archives of Toxicology·2009· 29 cited
Designing for uncertain, asymmetric control: Interaction design for brain–computer interfaces
International Journal of Human-Computer Studies·2009· 97 cited
Robustifying EEG data analysis by removing outliers
2009· 35 cited
Playing Pinball with non-invasive BCI
2008· 115 cited
The Berlin Brain-Computer Interface: Accurate performance from first-session in BCI-naive subjects
IEEE Transactions on Biomedical Engineering·2008· 336 cited
Towards Zero Training for Brain-Computer Interfacing
PLoS ONE·2008· 246 citedOpen Access
Challenges for BrainComputer Interface Research for HumanComputer Interaction Applications
2008· 10 cited
The Berlin Brain-Computer Interface
Lecture notes in computer science·2008· 29 cited
Covariate Shift Adaptation by Importance Weighted Cross Validation
2007· 743 cited
Machine learning for real-time single-trial EEG-analysis: From brain–computer interfacing to mental state monitoring
Journal of Neuroscience Methods·2007· 470 cited
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Frequent Co-authors

Benjamin Blankertz(27), Guido Dornhege(19), Gabriel Curio(16), Klaus‐Robert Müller(15), K. Müller(11), Florian Losch(6), Niloy Sikder(6), Paul Zerr(6), Martin Dresler(5), Michael Tangermann(4), Michael Schröder(4), Lieuwe Verkaar(4), Anastasiya Paltarzhytskaya(4), Selin Acan(4), Yevgenia Rosenblum(4), Roderick Murray‐Smith(3), Elena Krugliakova(3), Leonore Bovy(3), Masashi Sugiyama(2), Pradeep Shenoy(2)