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ORCIDFrontiers in Neuroinformatics, Volume 19
Volume 19, 2025
- Irma Nayeli Angulo-Sherman, Eduardo Iáñez, Andrés Úbeda:
Editorial: Recent applications of noninvasive physiological signals and artificial intelligence. - A. V. Medvedev, B. Lehmann:
The classification of absence seizures using power-to-power cross-frequency coupling analysis with a deep learning network. - Vadym Gryshchuk
, Devesh Singh, Stefan Teipel, Martin Dyrba:
Contrastive self-supervised learning for neurodegenerative disorder classification. - Peipei Zeng, Shuimiao Kang, Fan Fan, Jiyuan Liu:
Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM. - Cheng Wang, Zhou Long, Xiang-Dong Wang, You-Qi Kong, Li-Chun Zhou, Wei-Hua Jia, Pei Li, Jing Wang, Xiao-Juan Wang, Tian Tian:
Quantitative evaluation method of stroke association based on multidimensional gait parameters by using machine learning. - Yuanyuan Zhang, Manli Tian, Baolin Liu:
An action decoding framework combined with deep neural network for predicting the semantics of human actions in videos from evoked brain activities. - Arthur W. Toga, Sidney Taiko Sheehan, Tyler Ard:
The quest to share data. - Eberechi Wogu, George Ogoh, Patrick Filima, Barisua Nsaanee, Bradley Caron, Franco Pestilli, Damian Eke:
FAIR African brain data: challenges and opportunities. - Yuri G. Gordienko, Nikita Gordienko, Vladyslav Taran, Anis Rojbi, Sergii Telenyk, Sergii G. Stirenko:
Effect of natural and synthetic noise data augmentation on physical action classification by brain-computer interface and deep learning. - Christopher Ivan Hernandez, Natalia Afek, Magda Gawlowska, Pawel Oswiecimka, Magdalena Fafrowicz, Agnieszka Slowik, Marcin Wnuk, Monika Marona, Klaudia Nowak, Kamila Zur-Wyrozumska, Mary Jean Amon, P. A. Hancock, Tadeusz Marek, Waldemar Karwowski:
Impact of interferon-β and dimethyl fumarate on nonlinear dynamical characteristics of electroencephalogram signatures in patients with multiple sclerosis. - Fahim T. Imam, Thomas H. Gillespie, Ilias Ziogas, Monique Surles-Zeigler, Susan J. Tappan, Ibrahim Burak Özyurt, Jyl Boline, Bernard de Bono, Jeffrey S. Grethe, Maryann E. Martone:
Developing a multiscale neural connectivity knowledgebase of the autonomic nervous system.
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