Scientific Research

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Paper Publications

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• 近年来在领域内旗舰期刊及会议共发表24篇，成果入选亮点文章。主要代表性论文如下（*表示通讯作者）.
• [1] L. Wu(吴乐), X. Zhang*, K. Wang, X. Chen, and X. Chen, “Improved High-Density Myoelectric Pattern Recognition Control Against Electrode Shift Using Data Augmentation and Dilated Convolutional Neural Network,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 12, pp. 2637-2646, 2020. （IF：4.528，康复医学领域旗舰期刊，被期刊评为Featured Article（亮点文章））.
• [2] L. Wu(吴乐), A. Liu*, X. Zhang, X. Chen, and X. Chen, “Electrode Shift Robust CNN for High-Density Myoelectric Pattern Recognition Control,” IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-10, 2022. （IF：5.332，在跨试次肌电识别公开数据集Hyser达到最优性能）.
• [3] L. Wu(吴乐), X. Zhang, X. Zhang, X. Chen, and X. Chen*, “Metric learning for novel motion rejection in high-density myoelectric pattern recognition,” Knowledge-Based Systems, vol. 227, pp. 107165, 2021. （IF：8.139，计算机科学领域1区Top期刊）.
• [4] L. Wu(吴乐), A. Liu*, X. Zhang, X. Chen, and X. Chen, “Unknown Motion Rejection in Myoelectric Pattern Recognition Using Convolutional Prototype Network,” IEEE Sensors Journal, vol. 22, no. 5, pp. 4305-4314, 2022. （IF：4.325，仪器仪表领域Top期刊）.
• [5] L. Wu(吴乐), X. Chen, X. Chen, and X. Zhang*, “Rejecting Novel Motions in High-Density Myoelectric Pattern Recognition Using Hybrid Neural Networks,” Frontiers in Neurorobotics, vol. 16, 2022. （IF：3.493）.

Patents

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Published Books

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Research Projects

• 中国科学技术大学青年创新基金项目“鲁棒肌电手势识别关键技术研究”,
• 中国博士后科学基金会面上项目“基于多模态生理信息融合的癫痫发作预测方法研究”,
• 国家重点研发项目子课题“多模态神经电生理信号处理算法研究”,