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Topic: EEG and Brain-Computer Interfaces ×

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Papers in EEG and Brain-Computer Interfaces 73

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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
Brain-Computer Interfaces for Communication: Preferences of Individuals With Locked-in Syndrome
2021 Neurorehabilitation and neural repair article Neuroscience EEG and Brain-Computer Interfaces Open access

Mariana Pedroso Branco, Elmar Pels, Ruben H. Sars, Erik J. Aarnoutse, Nick F. Ramsey, Mariska J. Vansteensel, +1 more

63

citations
One hundred years of EEG for brain and behaviour research
2024 Nature Human Behaviour article Neuroscience EEG and Brain-Computer Interfaces Open access

Faisal Mushtaq, Dominik Welke, Ann Miriam Gallagher, Yuri G. Pavlov, Layla Kouara, Jorge Bosch‐Bayard, +87 more

58

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
Advanced sleep spindle identification with neural networks
2022 Scientific Reports article Neuroscience EEG and Brain-Computer Interfaces Open access

Lars Kaulen, Justus T. C. Schwabedal, Jules Schneider, Philipp S. Ritter, Stephan Bialonski

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
Automated spike detection: Which software package?
2021 Seizure article Neuroscience EEG and Brain-Computer Interfaces Open access

Elisabeth E. M. Reus, Fieke M. E. Cox, J. Gert van Dijk, Gerhard H. Visser

34

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
Brain-Computer interfaces for communication: preferences of individuals with locked-in syndrome, caregivers and researchers
2021 Disability and Rehabilitation Assistive Technology article Neuroscience EEG and Brain-Computer Interfaces Open access

Mariana Pedroso Branco, Elmar Pels, Femke Nijboer, Nick F. Ramsey, Mariska J. Vansteensel

31

citations
Advancing towards Ubiquitous EEG, Correlation of In-Ear EEG with Forehead EEG
2022 Sensors article Neuroscience EEG and Brain-Computer Interfaces Open access

Swati Mandekar, Abigail Holland, Moritz Thielen, Mehdi Behbahani, Mark Melnykowycz

30

citations
EEG Theta/Beta Ratio Neurofeedback Training in Healthy Females
2020 Applied Psychophysiology and Biofeedback article Neuroscience EEG and Brain-Computer Interfaces Open access

Dana Van Son, Willem A. J. van der Does, Guido P. H. Band, Peter Putman

27

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
Expert level of detection of interictal discharges with a deep neural network
2024 Epilepsia article Neuroscience EEG and Brain-Computer Interfaces Open access

Marleen C. Tjepkema‐Cloostermans, Martijn Rudolf Tannemaat, Luuk Wieske, Anne‐Fleur van Rootselaar, Bas C. Stunnenberg, Hanneke M. Keijzer, +6 more

17

citations
Automated seizure detection in an EMU setting: Are software packages ready for implementation?
2022 Seizure article Neuroscience EEG and Brain-Computer Interfaces Open access

Elisabeth E. M. Reus

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
Getting closer to social interactions using electroencephalography in developmental cognitive neuroscience
2024 Developmental Cognitive Neuroscience article Neuroscience EEG and Brain-Computer Interfaces Open access

Yvette Grootjans, Anita Harrewijn, Laura Fornari, Tieme W. P. Janssen, Ellen R. A. de Bruijn, Nienke van Atteveldt, +1 more

11

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
The ethical significance of user-control in AI-driven speech-BCIs: a narrative review
2024 Frontiers in Human Neuroscience review Neuroscience EEG and Brain-Computer Interfaces Open access

Odile C. van Stuijvenberg, Djenghiz P. S. Samlal, Mariska J. Vansteensel, Marike L. D. Broekman, Karin Rolanda Jongsma

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
An electroencephalography-based sleep index and supervised machine learning as a suitable tool for automated sleep classification in children
2023 Journal of Clinical Sleep Medicine article Neuroscience EEG and Brain-Computer Interfaces Open access

Eris van Twist, Floor W Hiemstra, Arnout B.G. Cramer, Sascha C. A. T. Verbruggen, David M. J. Tax, Koen F. M. Joosten, +5 more

9

citations