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The Extraction of Neural Information from the Surface EMG for the Control of Upper-Limb Prostheses: Emerging Avenues and Challenges
Farina, Dario, Jiang, Ning, Rehbaum, Hubertus, Holobar, Ales, Graimann, Bernhard, Dietl, Hans, Aszmann, Oskar C.
Published in IEEE transactions on neural systems and rehabilitation engineering (01.07.2014)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.07.2014)
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Improved Domain Adaptation Network Based on Wasserstein Distance for Motor Imagery EEG Classification
She, Qingshan, Chen, Tie, Fang, Feng, Zhang, Jianhai, Gao, Yunyuan, Zhang, Yingchun
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2023)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2023)
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Objective and Subjective Effects of a Passive Exoskeleton on Overhead Work
Maurice, Pauline, Camernik, Jernej, Gorjan, Dasa, Schirrmeister, Benjamin, Bornmann, Jonas, Tagliapietra, Luca, Latella, Claudia, Pucci, Daniele, Fritzsche, Lars, Ivaldi, Serena, Babic, Jan
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2020)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2020)
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A Deep Transfer Learning Approach to Reducing the Effect of Electrode Shift in EMG Pattern Recognition-Based Control
Ameri, Ali, Akhaee, Mohammad Ali, Scheme, Erik, Englehart, Kevin
Published in IEEE transactions on neural systems and rehabilitation engineering (01.02.2020)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.02.2020)
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Mixed Neural Network Approach for Temporal Sleep Stage Classification
Dong, Hao, Supratak, Akara, Pan, Wei, Wu, Chao, Matthews, Paul M., Guo, Yike
Published in IEEE transactions on neural systems and rehabilitation engineering (01.02.2018)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.02.2018)
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Open Access Dataset for EEG+NIRS Single-Trial Classification
Shin, Jaeyoung, von Luhmann, Alexander, Blankertz, Benjamin, Kim, Do-Won, Jeong, Jichai, Hwang, Han-Jeong, Muller, Klaus-Robert
Published in IEEE transactions on neural systems and rehabilitation engineering (01.10.2017)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.10.2017)
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Learning Spatial-Spectral-Temporal EEG Features With Recurrent 3D Convolutional Neural Networks for Cross-Task Mental Workload Assessment
Zhang, Pengbo, Wang, Xue, Zhang, Weihang, Chen, Junfeng
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2019)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2019)
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Deep Multi-View Feature Learning for EEG-Based Epileptic Seizure Detection
Tian, Xiaobin, Deng, Zhaohong, Ying, Wenhao, Choi, Kup-Sze, Wu, Dongrui, Qin, Bin, Wang, Jun, Shen, Hongbin, Wang, Shitong
Published in IEEE transactions on neural systems and rehabilitation engineering (01.10.2019)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.10.2019)
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Seizure Classification From EEG Signals Using Transfer Learning, Semi-Supervised Learning and TSK Fuzzy System
Jiang, Yizhang, Wu, Dongrui, Deng, Zhaohong, Qian, Pengjiang, Wang, Jun, Wang, Guanjin, Chung, Fu-Lai, Choi, Kup-Sze, Wang, Shitong
Published in IEEE transactions on neural systems and rehabilitation engineering (01.12.2017)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.12.2017)
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A Deep Learning Framework for Assessing Physical Rehabilitation Exercises
Liao, Yalin, Vakanski, Aleksandar, Xian, Min
Published in IEEE transactions on neural systems and rehabilitation engineering (01.02.2020)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.02.2020)
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Real-Time Epileptic Seizure Detection Using EEG
Vidyaratne, Lasitha S., Iftekharuddin, Khan M.
Published in IEEE transactions on neural systems and rehabilitation engineering (01.11.2017)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.11.2017)
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Graph Theory Analysis of Functional Connectivity in Major Depression Disorder With High-Density Resting State EEG Data
Sun, Shuting, Li, Xiaowei, Zhu, Jing, Wang, Ying, La, Rong, Zhang, Xuemin, Wei, Liuqing, Hu, Bin
Published in IEEE transactions on neural systems and rehabilitation engineering (01.03.2019)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.03.2019)
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A CNN-Based Method for Intent Recognition Using Inertial Measurement Units and Intelligent Lower Limb Prosthesis
Su, Ben-Yue, Wang, Jie, Liu, Shuang-Qing, Sheng, Min, Jiang, Jing, Xiang, Kui
Published in IEEE transactions on neural systems and rehabilitation engineering (01.05.2019)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.05.2019)
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