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2025	A Personalized Predictor of Motor Imagery Ability Based on Multi-frequency EEG Features Neuroscience Bulletin Mengfan Li, Qi Zhao, Tengyu Zhang, Jiahao Ge, Jingyu Wang, Guizhi Xu
2024	Using Transcranial Magnetic Stimulation to Improve Motor Cortical Excitability During Motor Imagery IEEE Sensors Journal Xiaoling Chen, Tianqing Li, Dongmei Liu, Shengcui Cheng, Dong Zhang, Juan Wang, Yuanyuan Zhang, Ping Xie
2024	Motor Imagery Neurofeedback: From System Conceptualization to Neural Correlates Current Behavioral Neuroscience Reports Carlos A. Stefano Filho, Romis Attux, Gabriela Castellano
2023	Enhancement of Time-Frequency Energy for the Classification of Motor Imagery Electroencephalogram Based on an Improved FitzHugh–Nagumo Neuron System IEEE Transactions on Neural Systems and Rehabilitation Engineering Ruiquan Chen, Guanghua Xu, Yaguang Jia, Cheng Zhou, Zhao Wang, Jinju Pei, Chengcheng Han, Yi Wang, Sicong Zhang
2022	Subject-Dependent Artifact Removal for Enhancing Motor Imagery Classifier Performance under Poor Skills Sensors Mateo Tobón-Henao, Andrés Álvarez-Meza, Germán Castellanos-Domínguez
2022	IFMBE Proceedings P. G. Rodrigues, A. Fim-Neto, J. R. Sato, D. C. Soriano, S. J. Nasuto
2022	A Transformer-Based Approach Combining Deep Learning Network and Spatial-Temporal Information for Raw EEG Classification IEEE Transactions on Neural Systems and Rehabilitation Engineering Jin Xie, Jie Zhang, Jiayao Sun, Zheng Ma, Liuni Qin, Guanglin Li, Huihui Zhou, Yang Zhan
2021	Functional Connectivity Analysis in Motor-Imagery Brain Computer Interfaces Frontiers in Human Neuroscience Nikki Leeuwis, Sue Yoon, Maryam Alimardani
2021	Effective Connectivity for Decoding Electroencephalographic Motor Imagery Using a Probabilistic Neural Network Sensors Muhammad Ahsan Awais, Mohd Zuki Yusoff, Danish M. Khan, Norashikin Yahya, Nidal Kamel, Mansoor Ebrahim
2021	Deep Learning with ConvNet Predicts Imagery Tasks Through EEG Neural Processing Letters Gokhan Altan, Apdullah Yayık, Yakup Kutlu
2021	Neural component analysis: A spatial filter for electroencephalogram analysis Journal of Neuroscience Methods Ian Daly
2020	EEG-based Classification of Lower Limb Motor Imagery with Brain Network Analysis Neuroscience Lingyun Gu, Zhenhua Yu, Tian Ma, Haixian Wang, Zhanli Li, Hui Fan
2020	2020 1st International Conference Problems of Informatics, Electronics, and Radio Engineering (PIERE) Marina S. Murtazina, Tatiana V. Avdeenko
2020	Brain-Controlled Robotic Arm System Based on Multi-Directional CNN-BiLSTM Network Using EEG Signals IEEE Transactions on Neural Systems and Rehabilitation Engineering Ji-Hoon Jeong, Kyung-Hwan Shim, Dong-Joo Kim, Seong-Whan Lee
2020	Task-independent Electrophysiological Correlates of Motor Imagery Ability from Kinaesthetic and Visual Perspectives Neuroscience Danilo Menicucci, Francesco Di Gruttola, Valentina Cesari, Angelo Gemignani, Diego Manzoni, Laura Sebastiani
2019	Assessment and Classification of Mental Workload in the Prefrontal Cortex (PFC) Using Fixed-Value Modified Beer-Lambert Law IEEE Access Umer Asgher, Riaz Ahmad, Noman Naseer, Yasar Ayaz, Muhammad Jawad Khan, Muhammad Kamal Amjad
2019	Communications in Computer and Information Science Carlos A. Stefano Filho, Romis Attux, Gabriela Castellano
2019	2019 IEEE International Conference on Data Mining (ICDM) Xiang Zhang, Lina Yao, Xianzhi Wang, Wenjie Zhang, Shuai Zhang, Yunhao Liu
2018	Differentiating resting brain states using ordinal symbolic analysis Chaos: An Interdisciplinary Journal of Nonlinear Science Carlos Quintero-Quiroz, Luis Montesano, Antonio J. Pons, M. C. Torrent, Jordi García-Ojalvo, Cristina Masoller
2018	Motor imagery training induces changes in brain neural networks in stroke patients Neural Regeneration Research Fang Li, Tong Zhang, Bing-Jie Li, Wei Zhang, Jun Zhao, Lu-Ping Song
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