EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges by Natasha Padfield, Jaime Zabalza, Huimin Zhao, Valentin Masero, Jinchang Ren

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Three-Class EEG-Based Motor Imagery Classification Using Phase-Space Reconstruction Technique by Ridha Djemal, Ayad G. Bazyed, Kais Belwafi, Sofien Gannouni, Walid Kaaniche

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A Novel Classification Framework Using the Graph Representations of Electroencephalogram for Motor Imagery Based Brain-Computer Interface by Jing Jin, Hao Sun, Ian Daly, Shurui Li, Chang Liu, Xingyu Wang, Andrzej Cichocki

Subjects: “…Motor imagery (MI)…”
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Phase Synchronization Information for Classifying Motor Imagery EEG From the Same Limb by Baoguo Xu, Zhiwei Wei, Aiguo Song, Changcheng Wu, Dalin Zhang, Wenlong Li, Guozheng Xu, Huijun Li, Hong Zeng

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A Transformer-Based Approach Combining Deep Learning Network and Spatial-Temporal Information for Raw EEG Classification by Jin Xie, Jie Zhang, Jiayao Sun, Zheng Ma, Liuni Qin, Guanglin Li, Huihui Zhou, Yang Zhan

Subjects: “…Motor imagery (MI)…”
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Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions by Konstantinos Barmpas, Yannis Panagakis, Stylianos Bakas, Dimitrios A. Adamos, Nikolaos Laskaris, Stefanos Zafeiriou

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Frequency Specific Cortical Dynamics During Motor Imagery Are Influenced by Prior Physical Activity by Selina C. Wriessnegger, Selina C. Wriessnegger, Clemens Brunner, Clemens Brunner, Gernot R. Müller-Putz, Gernot R. Müller-Putz

Subjects: “…motor imagery (MI)…”
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Imagine There Is No Plegia. Mental Motor Imagery Difficulties in Patients with Traumatic Spinal Cord Injury by Aljoscha Thomschewski, Aljoscha Thomschewski, Aljoscha Thomschewski, Anja Ströhlein, Anja Ströhlein, Patrick B. Langthaler, Patrick B. Langthaler, Patrick B. Langthaler, Elisabeth Schmid, Elisabeth Schmid, Elisabeth Schmid, Jonas Potthoff, Jonas Potthoff, Peter Höller, Peter Höller, Stefan Leis, Stefan Leis, Eugen Trinka, Eugen Trinka, Eugen Trinka, Yvonne Höller, Yvonne Höller, Yvonne Höller

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EEG-Based BCIs on Motor Imagery Paradigm Using Wearable Technologies: A Systematic Review by Aurora Saibene, Mirko Caglioni, Silvia Corchs, Francesca Gasparini

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Neural Suppression Elicited During Motor Imagery Following the Observation of Biological Motion From Point-Light Walker Stimuli by Alice Grazia, Alice Grazia, Michael Wimmer, Gernot R. Müller-Putz, Gernot R. Müller-Putz, Selina C. Wriessnegger, Selina C. Wriessnegger

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Conditional Adversarial Domain Adaptation Neural Network for Motor Imagery EEG Decoding by Xingliang Tang, Xianrui Zhang

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CTNet: a convolutional transformer network for EEG-based motor imagery classification by Wei Zhao, Xiaolu Jiang, Baocan Zhang, Shixiao Xiao, Sujun Weng

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Using Brain-Computer Interface to Control a Virtual Drone Using Non-Invasive Motor Imagery and Machine Learning by Catalin Dumitrescu, Ilona-Madalina Costea, Augustin Semenescu

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A Two-Branch CNN Fusing Temporal and Frequency Features for Motor Imagery EEG Decoding by Jun Yang, Siheng Gao, Tao Shen

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Classification of Motor Imagery EEG Signals Based on Data Augmentation and Convolutional Neural Networks by Yu Xie, Stefan Oniga

Subjects: “…motor imagery (MI)…”
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A Wearable Brain-Computer Interface With Fewer EEG Channels for Online Motor Imagery Detection by Zuguang Rao, Junbiao Zhu, Zilin Lu, Rui Zhang, Kendi Li, Zijing Guan, Yuanqing Li

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Using Motor Imagery to Access Alternative Attentional Strategies When Navigating Environmental Boundaries to Prevent Freezing of Gait – A Perspective by Daniella How, Heiko Wagner, Michael Brach

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Transformer-Based Network with Optimization for Cross-Subject Motor Imagery Identification by Xiyue Tan, Dan Wang, Jiaming Chen, Meng Xu

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Channel binary pattern based global-local spatial information fusion for motor imagery tasks by Jian-Xun Mi, Bing-Xia Yu, Ke Liu, Xin Deng

Subjects: “…Motor imagery (MI)…”
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Comparison of EEG measurement of upper limb movement in motor imagery training system by Arpa Suwannarat, Setha Pan-ngum, Pasin Israsena

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