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Xie, Y.,
Oniga, I. L.:
Cross-task EEG signal classification method based on transfer learning.
In: 26th International Carpathian Control Conference (ICCC), Starý Smokovec, High Tatras, Epub ahead of print, 1-4, 2025. ISBN: 9798331501273
Xie, Y.,
Oniga, I. L.:
Enhancing Motor Imagery Classification in Brain-Computer Interfaces Using Deep Learning and Continuous Wavelet Transform.
Appl. Sci.-Basel. 14 (19), 1-16, (article identifier: 8828), 2024.
Xie, Y.,
Oniga, I. L.:
Classification of Motor Imagery EEG Signals Based on Data Augmentation and Convolutional Neural Networks.
Sensors. 23 (4), 1-16, (article identifier: 1932), 2023.
Xie, Y.,
Oniga, I. L.,
Majoros, T.:
Comparison of EEG Data Processing Using Feedforward and Convolutional Neural Network.
In: Proceedings of 1st Conference on Information Technology and Data Science (CITDS 2020) / editors István Fazekas, András Hajdu, Tibor Tómács, CEUR, Debrecen, 279-289, 2021, (CEUR Workshop Proceedings, ISSN 1613-0073 ; 2874.)
Xie, Y.,
Majoros, T.,
Oniga, I. L.:
Hardware Implementation of CNN Based on FPGA for EEG Signal Patterns Recognition.
In: International Conference on e-Health and Bioengineering (EHB). Ed.: Grigore T. Popa, IEEE, Iasi, 1-4, 2021. ISBN: 9781665440004
Xie, Y.,
Oniga, I. L.:
A Review of Processing Methods and Classification Algorithm for EEG Signal.
Carpath. J. Electron. Comput. Eng. 13 (1), 23-29, 2020.