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Topic: EEG and Brain-Computer Interfaces ×

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Papers in EEG and Brain-Computer Interfaces 40

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End-to-end sleep staging using convolutional neural network in raw single-channel EEG
2020 Biomedical Signal Processing and Control article Neuroscience EEG and Brain-Computer Interfaces cited by 1 patent

Fan Li, Rui Yan, Reza Mahini, Lai Wei, Zhiqiang Wang, Klaus Mathiak, +2 more

66

citations
The present and future of neural interfaces
2022 Frontiers in Neurorobotics article Neuroscience EEG and Brain-Computer Interfaces Open access

Davide Valeriani, Francesca Santoro, Marcello Ienca

46

citations
Tracking of Mental Workload with a Mobile EEG Sensor
2021 Sensors article Neuroscience EEG and Brain-Computer Interfaces Open access

Ekaterina Kutafina, Anne Heiligers, Radomir Popović, Alexander Brenner, Bernd Hankammer, Stephan Jonas, +2 more

35

citations
Human motor augmentation with an extra robotic arm without functional interference
2023 Science Robotics article Neuroscience EEG and Brain-Computer Interfaces Open access

Giulia Dominijanni, Daniel J. L. L. Pinheiro, Leonardo Pollina, Bastien Orset, Martina Gini, Eugenio Anselmino, +4 more

31

citations
EEG microstates show different features in focal epilepsy and psychogenic nonepileptic seizures
2024 Epilepsia article Neuroscience EEG and Brain-Computer Interfaces Open access

Domantė Kučikienė, Ravichandran Rajkumar, Katharina Timpte, Jan Heckelmann, Irene Neuner, Yvonne G. Weber, +1 more

22

citations
Exploiting Interactivity and Heterogeneity for Sleep Stage Classification Via Heterogeneous Graph Neural Network
2023 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Neuroscience EEG and Brain-Computer Interfaces

Ziyu Jia, Youfang Lin, Yuhan Zhou, Xiyang Cai, Peng Zheng, Qiang Li, +1 more

19

citations
A Novel Brain–Computer Interface Virtual Environment for Neurofeedback During Functional MRI
2021 Frontiers in Neuroscience article Neuroscience EEG and Brain-Computer Interfaces Open access

Halim Ibrahim Baqapuri, Linda D. Roes, Mikhail Zvyagintsev, Souad Ramadan, Micha Keller, Erik Roecher, +4 more

19

citations
SeizeIT2: Wearable Dataset Of Patients With Focal Epilepsy
2025 Scientific Data data-paper Neuroscience EEG and Brain-Computer Interfaces Open access

Miguel Bhagubai, Christos Chatzichristos, Lauren Swinnen, Jaiver Macea, Jingwei Zhang, Lieven G. Lagae, +7 more

19

citations
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection
2024 Physiological Measurement article Neuroscience EEG and Brain-Computer Interfaces Open access

Jingwei Zhang, Lauren Swinnen, Christos Chatzichristos, Victoria Broux, Renée Proost, Katrien Jansen, +19 more

18

citations
EEG and ERP Methods - Preregistration Template
2022 preprint Neuroscience EEG and Brain-Computer Interfaces Open access

Gisela Hanna Govaart, Antonio Schettino, Saskia Helbling, David M. A. Mehler, William Xiang Quan Ngiam, David Moreau, +20 more

17

citations
Impulsivity Classification Using EEG Power and Explainable Machine Learning
2022 International Journal of Neural Systems article Neuroscience EEG and Brain-Computer Interfaces Open access

Philippa Hüpen, Himanshu Kumar, Aliaksandra Shymanskaya, Ramakrishnan Swaminathan, Ute Habel

16

citations
Towards Interpretable Machine Learning in EEG Analysis
2021 Studies in health technology and informatics book-chapter Neuroscience EEG and Brain-Computer Interfaces Open access

Maged Mortaga, Alexander Brenner, Ekaterina Kutafina

10

citations
Comparison of mobile and clinical EEG sensors through resting state simultaneous data collection
2020 PeerJ article Neuroscience EEG and Brain-Computer Interfaces Open access cited by 1 patent

Ekaterina Kutafina, Alexander Brenner, Yannic Titgemeyer, Rainer Surges, Stephan Jonas

9

citations
Successful modulation of temporoparietal junction activity and stimulus-driven attention by fNIRS-based neurofeedback—A randomized controlled proof-of-concept study
2023 Imaging Neuroscience article Neuroscience EEG and Brain-Computer Interfaces Open access

Simon H. Kohl, Pia Melies, Johannes Uttecht, Michael Lührs, Laura Bell, David M. A. Mehler, +3 more

8

citations
Fat tails and the need to disclose distribution parameters of qEEG databases
2024 PLoS ONE article Neuroscience EEG and Brain-Computer Interfaces Open access

Guilherme Maia de Oliveira Wood, Klaus Willmes, Silvia Erika Kober

8

citations
Data-Driven Approach to the Analysis of Real-Time FMRI Neurofeedback Data: Disorder-Specific Brain Synchrony in PTSD
2021 International Journal of Neural Systems article Neuroscience EEG and Brain-Computer Interfaces

Jana Zweerings, Kiira Karoliina Sarasjärvi, Krystyna A. Mathiak, Jorge Iglesias-Fuster, Fengyu Cong, Mikhail Zvyagintsev, +1 more

7

citations
Neural fingerprinting on MEG time series using MiniRocket
2023 Frontiers in Neuroscience article Neuroscience EEG and Brain-Computer Interfaces Open access

Nikolas Kampel, Christian M. Kiefer, Nadim Jon Shah, Irene Neuner, Jürgen Dammers

6

citations
Spectral changes in electroencephalography linked to neuroactive medications: A computational pipeline for data mining and analysis
2024 Computer Methods and Programs in Biomedicine article Neuroscience EEG and Brain-Computer Interfaces Open access

Anna Maxion, Arnim Johannes Gaebler, Rainer Röhrig, Klaus Mathiak, Jana Zweerings, Ekaterina Kutafina

3

citations
Assessing Cognitive Capacity by P3 During a Complex Manual Control Task
2020 Journal of Psychophysiology article Neuroscience EEG and Brain-Computer Interfaces

Bernd W. Johannes, Juri A. Bubeev, Tatyana I. Kotrovskaya, Sergey Bronnikov, Sarah Piechowski, Eva‐Maria Elmenhorst, +3 more

2

citations
A Feasibility Study of Navigating Emotional States Using Real-Time Representational Similarity Analysis fMRI Neurofeedback
2026 International Journal of Neural Systems article Neuroscience EEG and Brain-Computer Interfaces Open access

Xuelei Wang, Assunta Ciarlo, Michael Lührs, Alexander Atanasyan, David Böken, Jürgen Roßmann, +9 more

1

citations
Validation of EEG forward modeling approaches in the presence of anisotropy in the source space
2022 arXiv (Cornell University) preprint Neuroscience EEG and Brain-Computer Interfaces Open access

Florian Drechsler, Johannes Vorwerk, Jens Haueisen, Lars Grasedyck, Carsten Hermann Wolters

1

citations
A Pose-Informed De-Noising Diffusion Model for Adult Naturalistic EEG Signals
2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience EEG and Brain-Computer Interfaces Open access

Angshuk Dutta, Marcel Hirt, Lorena Santamaria, Stanimira Georgieva, Christian Gerloff, Boyang Li, +1 more

1

citations
Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital
2024 arXiv (Cornell University) preprint Neuroscience EEG and Brain-Computer Interfaces Open access

Jingwei Zhang, Lauren Swinnen, Christos Chatzichristos, Victoria Broux, Renée Proost, Katrien Jansen, +19 more

1

citations
SeizeIT2: Wearable Dataset Of Patients With Focal Epilepsy
2025 arXiv (Cornell University) preprint Neuroscience EEG and Brain-Computer Interfaces Open access

Miguel Bhagubai, Christos Chatzichristos, Lauren Swinnen, Jaiver Macea, Jingwei Zhang, Lieven G. Lagae, +7 more

1

citations
From Operant Conditioning to Social Hyperscanning–How to Address Different Symptoms With fMRI Neurofeedback
2021 International Journal of Psychophysiology article Neuroscience EEG and Brain-Computer Interfaces

Klaus Mathiak

0

citations