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An Attention-based Bidirectional LSTM Model for Continuous Cross-Subject Estimation of Knee Joint Angle during Running from sEMG Signals
Zangene, Alireza Rezaie, Williams Samuel, Oluwarotimi, Abbasi, Ali, Nazarpour, Kianoush, McEwan, Alistair A., Li, Guanglin
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
Published in 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2023)
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sEMG-Based End-to-End Continues Prediction of Human Knee Joint Angles Using the Tightly Coupled Convolutional Transformer Model
Liang, Tuanjie, Sun, Ning, Wang, Qiong, Bu, Jingyu, Li, Long, Chen, Yuhao, Cao, Menglin, Ma, Jin, Liu, Tian
Published in IEEE journal of biomedical and health informatics (01.11.2023)
Published in IEEE journal of biomedical and health informatics (01.11.2023)
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Aided diagnosis of cervical spondylotic myelopathy using deep learning methods based on electroencephalography
Li, Shen, Yang, Banghua, Dou, Yibo, Wang, Yongli, Ma, Jun, Huang, Chi, Zhang, Yonghuai, Cao, Peng
Published in Medical engineering & physics (01.11.2023)
Published in Medical engineering & physics (01.11.2023)
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Ankle foot motion recognition based on wireless wearable sEMG and acceleration sensors for smart AFO
Zhou, Congcong, Yang, Lilin, Liao, Heng, Liang, Bo, Ye, Xuesong
Published in Sensors and actuators. A. Physical. (01.11.2021)
Published in Sensors and actuators. A. Physical. (01.11.2021)
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An Efficient Deep-Learning-Based Solution for the Recognition of Relative Changes in Mental Workload Using Wearable Sensors
Saleh, Majd, Paquelet, Stephane, Castel, Pierre, Hoarau, Marc, Pallamin, Nico, Lewkowicz, Daniel
Published in Proceedings of IEEE Sensors ... (29.10.2023)
Published in Proceedings of IEEE Sensors ... (29.10.2023)
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IDEA: Intellect database for emotion analysis using EEG signal
Joshi, Vaishali M., Ghongade, Rajesh B.
Published in Journal of King Saud University. Computer and information sciences (01.07.2022)
Published in Journal of King Saud University. Computer and information sciences (01.07.2022)
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Lane change strategy analysis and recognition for intelligent driving systems based on random forest
Sun, Qinyu, Wang, Chang, Fu, Rui, Guo, Yingshi, Yuan, Wei, Li, Zhen
Published in Expert systems with applications (30.12.2021)
Published in Expert systems with applications (30.12.2021)
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Depressive and mania mood state detection through voice as a biomarker using machine learning
Ji, Jun, Dong, Wentian, Li, Jiaqi, Peng, Jingzhu, Feng, Chaonan, Liu, Rujia, Shi, Chuan, Ma, Yantao
Published in Frontiers in neurology (04.07.2024)
Published in Frontiers in neurology (04.07.2024)
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Working memory load recognition with deep learning time series classification
Pang, Richong, Sang, Haojun, Yi, Li, Gao, Chenyang, Xu, Hongkai, Wei, Yanzhao, Zhang, Lei, Sun, Jinyan
Published in Biomedical optics express (01.05.2024)
Published in Biomedical optics express (01.05.2024)
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A Deep Transfer Learning Framework for Sleep Stage Classification with Single-Channel EEG Signals
ElMoaqet, Hisham, Eid, Mohammad, Ryalat, Mutaz, Penzel, Thomas
Published in Sensors (Basel, Switzerland) (01.11.2022)
Published in Sensors (Basel, Switzerland) (01.11.2022)
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