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EEG Data Processing with Machine Learning
Ivanov, Aleksandar, Cerbulescu, Cristina
Published in 2024 23rd International Symposium on Electrical Apparatus and Technologies (SIELA) (12.06.2024)
Published in 2024 23rd International Symposium on Electrical Apparatus and Technologies (SIELA) (12.06.2024)
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On the discovery of events in EEG data utilizing information fusion
Schels, Martin, Scherer, Stefan, Glodek, Michael, Kestler, Hans A., Palm, Günther, Schwenker, Friedhelm
Published in Computational statistics (01.02.2013)
Published in Computational statistics (01.02.2013)
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Method for Simultaneous fMRI/EEG Data Collection during a Focused Attention Suggestion for Differential Thermal Sensation
Douglas, Pamela K., Pisani, Maureen, Reid, Rory, Head, Austin, Lau, Edward, Mirakhor, Ebrahim, Bramen, Jennifer, Gordon, Billi, Anderson, Ariana, Kerr, Wesley T., Cheong, Chajoon, Cohen, Mark S.
Published in Journal of visualized experiments (05.01.2014)
Published in Journal of visualized experiments (05.01.2014)
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Aberrant processing of deviant stimuli in schizophrenia revealed by fusion of fMRI and EEG data
Calhoun, Vince D., Wu, Lei, Kiehl, Kent A., Eichele, Tom, Pearlson, Godfrey D.
Published in Acta neuropsychiatrica (01.06.2010)
Published in Acta neuropsychiatrica (01.06.2010)
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Subject Wise Motor Imagery Classification from EEG Data Using Transfer Learning
Khan, Afaq Ahmad, Hassan, Ali, Jahangir, Muhammad Talha
Published in Pattern Recognition and Image Analysis (IPRIA), International Conference on (21.10.2022)
Published in Pattern Recognition and Image Analysis (IPRIA), International Conference on (21.10.2022)
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Tackling the challenges of group network inference from intracranial EEG data
Anna Pidnebesna, Pavel Sanda, Adam Kalina, Jiri Hammer, Petr Marusic, Kamil Vlcek, Jaroslav Hlinka
Published in Frontiers in Neuroscience (25.10.2022)
Published in Frontiers in Neuroscience (25.10.2022)
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A maximum-likelihood estimator for trial-to-trial variations in noisy MEG/EEG data sets
de Munck, J.C., Bijma, F., Gaura, P., Sieluzycki, C.A., Branco, M.I., Heethaar, R.M.
Published in IEEE transactions on biomedical engineering (01.12.2004)
Published in IEEE transactions on biomedical engineering (01.12.2004)
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Objective multi-night sleep monitoring at home: variability of sleep parameters between nights and implications for the reliability of sleep assessment in clinical trials
Chouraki, Alexandre, Tournant, Julia, Arnal, Pierrick, Pépin, Jean-Louis, Bailly, Sébastien
Published in Sleep (New York, N.Y.) (01.05.2023)
Published in Sleep (New York, N.Y.) (01.05.2023)
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Avoiding the ballistocardiogram (BCG) artifact of EEG data acquired simultaneously with fMRI by pulse-triggered presentation of stimuli
Ertl, Matthias, Kirsch, Valerie, Leicht, Gregor, Karch, Susanne, Olbrich, Sebastian, Reiser, Maximilian, Hegerl, Ulrich, Pogarell, Oliver, Mulert, Chistoph
Published in Journal of neuroscience methods (15.02.2010)
Published in Journal of neuroscience methods (15.02.2010)
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2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets
Wei, Xiaoxi, Faisal, A. Aldo, Grosse-Wentrup, Moritz, Gramfort, Alexandre, Chevallier, Sylvain, Jayaram, Vinay, Jeunet, Camille, Bakas, Stylianos, Ludwig, Siegfried, Barmpas, Konstantinos, Bahri, Mehdi, Panagakis, Yannis, Laskaris, Nikolaos, Adamos, Dimitrios A, Zafeiriou, Stefanos, Duong, William C, Gordon, Stephen M, Lawhern, Vernon J, Śliwowski, Maciej, Rouanne, Vincent, Tempczyk, Piotr
Year of Publication 14.02.2022
Year of Publication 14.02.2022
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Deciphering Feelings: Exploring EEG Data for Human Emotion Recognition
Muthunayagom, Prince, Subhajini, A.C.
Published in 2024 International Conference on Sustainable Communication Networks and Application (ICSCNA) (11.12.2024)
Published in 2024 International Conference on Sustainable Communication Networks and Application (ICSCNA) (11.12.2024)
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A Novel Hybrid AI model for Silent Speech Decoding Challenge with EEG Data
Suri, Anam, Jabin, Suraiya
Published in International Journal of Activity and Behavior Computing (05.06.2025)
Published in International Journal of Activity and Behavior Computing (05.06.2025)
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Exploiting Multiple EEG Data Domains with Adversarial Learning
Bethge, David, Hallgarten, Philipp, Ozdenizci, Ozan, Mikut, Ralf, Schmidt, Albrecht, Grosse-Puppendahl, Tobias
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2022)
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2022)
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Fractal-Based EEG Data Analysis of Body Parts Movement Imagery Tasks
Nakagawa, Masahiro, Phothisonothai, Montri
Published in Journal of Physiological Sciences (01.01.2007)
Published in Journal of Physiological Sciences (01.01.2007)
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Dyslexia: the possible benefit of multimodal integration of fMRI- and EEG-data
Gr nling, C., Ligges, M., Huonker, R., Klingert, M., Mentzel, H.-J., Rzanny, R., Kaiser, W. A., Witte, H., Blanz, B.
Published in Journal of Neural Transmission (01.07.2004)
Published in Journal of Neural Transmission (01.07.2004)
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