Publications citing Open Access Dataset and Toolbox of High-Density Surface Electromyogram Recordings v2.0.0

Exploring Control Mechanism of Motoneuron Pools for the Forearm Antagonist Synergistic Muscles
Haoran Ren, Xinyu Jiang, Chenyun Dai. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2025. Cites: paper

High-Density Surface EMG Decomposition: Achievements, Challenges, and Concerns
Maoqi Chen, Ping Zhou. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2025. Cites: paper

Searching for Optimal EMG Latent Subspace With Discriminant DoF-Wise Distributions for Subject-Generic Model
Jiahao Fan, Yangyang Yuan, Tanying Su et al. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2025. Cites: paper

Exploring pattern-specific components associated with hand gestures through different sEMG measures
Yangyang Yuan, Jionghui Liu, Chenyun Dai et al. Journal of NeuroEngineering and Rehabilitation, 2024. Cites: paper

A Dynamic Balanced Single-Source Domain Generalization Model for Cross-Posture Myoelectric Control
Tanying Su, Xin Tan, Xinyu Jiang et al. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024. Cites: paper

Self-powered optoelectronic synaptic device for both static and dynamic reservoir computing
Jieru Song, Jialin Meng, Chen Lu et al. Nano Energy, 2024. Cites: paper

HD-sEMG-CORE: An Open-Source Hybrid Network Algorithm for Efficient Compression and Accurate Restoration of High-Density Surface Electromyography Signals
Yongkun Zhao, Zhuo Liu, Jinyang Yu et al. IEEE Sensors Journal, 2024. Cites: paper

Toward Highly Flexible Inter-User Calibration of Myoelectric Control Models With User-Defined Hand Gestures
Yangyang Yuan, Zihao Chen, Jionghui Liu et al. IEEE Transactions on Medical Robotics and Bionics, 2024. Cites: paper

Comprehensive Review of Feature Extraction Techniques for sEMG Signal Classification: From Handcrafted Features to Deep Learning Approaches
Sidi Mohamed Sid’El Moctar, Imad Rida, Sofiane Boudaoud. IRBM, 2024. Cites: paper

Wearable High-Density sEMG Processing with Class Activation Maps with an Embedded Temporal Convolutional Network
Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi et al. IEEE Biomedical Circuits and Systems Conference (BioCAS), 2024. Cites: paper

sEMG-Based Multi-DoF Finger Force Modeling for User-Tailored Wearable Prosthesis and Armband Applications
Zihao Wang, Long Meng, Zaihao Wang et al. Wearable and Implantable Body Sensor Networks, 2024. Cites: paper

A Novel Instruction Gesture Set Determination Scheme for Robust Myoelectric Control Applications
Yuwen Ruan, Xiang 'Anthony' Chen, Xu Zhang. IEEE Transactions on Biomedical Engineering, 2024. Cites: dataset, paper

Deep end-to-end transfer learning for robust inter-subject and inter-day hand gesture recognition using surface EMG
Jianfeng Li, Xinyu Jiang, Jiahao Fan et al. Biomedical Signal Processing and Control, 2024. Cites: paper

Real-Time sEMG Processing With Spiking Neural Networks on a Low-Power 5K-LUT FPGA
Matteo Antonio Scrugli, Gianluca Leone, Paola Busia et al. IEEE Transactions on Biomedical Circuits and Systems, 2024. Cites: paper

Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning
Dario Di Domenico, Nicolò Boccardo, Andrea Marinelli et al. IEEE Robotics and Automation Letters, 2024. Cites: paper

Real-time identification of noise type contaminated in surface electromyogram signals using efficient statistical features
Pornchai Phukpattaranont, Nantarika Thiamchoo, Paramin Neranon. Medical Engineering & Physics, 2024. Cites: paper

Effects of Exercise on the Inter-Session Accuracy of sEMG-Based Hand Gesture Recognition
Xiangyu Liu, Chenyun Dai, Jionghui Liu et al. Bioengineering, 2024. Cites: paper

Cross-speed and Cross-posture Gait Phase Partitioning Based on Multi-modal Data
Jionghui Liu, Fumin Jia, Yonglin Wu et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024. Cites: paper

Exploration of Task-Specific Components in Different sEMG Features
Yangyang Yuan, Yao Guo, Yonglin Wu et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024. Cites: paper

Leveraging Motor Unit Spatial Activation Patterns for Channel Selection in Finger Force Regression
Farah Baracat, Marcello Zanghieri, Luca Benini C et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024. Cites: paper

Machine Learning-Based Feature Extraction and Classification of EMG Signals for Intuitive Prosthetic Control
Chiang Liang Kok, Chee Kit Ho, Fu Kai Tan et al. Applied Sciences, 2024. Cites: paper

A Real-Time Hand Gesture Recognition System for Low-Latency HMI via Transient HD-SEMG and In-Sensor Computing
Haomeng Qiu, Zhitao Chen, Yan Chen et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller
Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi et al. IEEE Transactions on Biomedical Circuits and Systems, 2024. Cites: paper

Training Explainable and Effective Multi-DoF EMG Decoder Using Additive 1-DoF EMG
Yangyang Yuan, Chenyun Dai, Jiahao Fan et al. IEEE Transactions on Medical Robotics and Bionics, 2024. Cites: paper

Simultaneous Motion Recognition Framework using Data Augmentation based on Muscle Activation Model
Sejin Kim, Wan Kyun Chung. The Journal of Korea Robotics Society, 2024. Cites: paper

Tutorial on MUedit: An open-source software for identifying and analysing the discharge timing of motor units from electromyographic signals
Simon Avrillon, François Hug, Stuart N. Baker et al. Journal of Electromyography and Kinesiology, 2024. Cites: paper

ViT-MDHGR: Cross-Day Reliability and Agility in Dynamic Hand Gesture Prediction via HD-sEMG Signal Decoding
Qin Hu, Golara Ahmadi Azar, Alyson K. Fletcher et al. IEEE Journal of Selected Topics in Signal Processing, 2024. Cites: paper

Optimization of inter-subject sEMG-based hand gesture recognition tasks using unsupervised domain adaptation techniques
Zihao Wang, Huiying Wan, Long Meng et al. Biomedical Signal Processing and Control, 2024. Cites: paper

Event-Based Estimation of Hand Forces From High-Density Surface EMG on a Parallel Ultralow-Power Microcontroller
Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi et al. IEEE Sensors Journal, 2024. Cites: paper

A Robust and Real-Time Framework of Cross-Subject Myoelectric Control Model Calibration via Multi-Source Domain Adaptation
Jiayan Liu, Yangyang Yuan, Xinyu Jiang et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

Towards Efficient Neural Decoder for Dexterous Finger Force Predictions
Jiahao Fan, Xiaogang Hu. IEEE Transactions on Biomedical Engineering, 2024. Cites: paper

EMG-based Multi-User Hand Gesture Classification via Unsupervised Transfer Learning Using Unknown Calibration Gestures
Haojie Shi, Xinyu Jiang, Chenyun Dai et al. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024. Cites: paper

MovePort: Multimodal Dataset of EMG, IMU, MoCap, and Insole Pressure for Analyzing Abnormal Movements and Postures in Rehabilitation Training
Xinyu Jiang, Jianfeng Li, Zhuozhuang Zhu et al. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024. Cites: paper

X-MyoNET: Biometric Identification Using Deep Processing of Dynamic Surface Electromyography
Qin Hu, Alireza Sarmadi, Paras Gulati et al. IEEE Transactions on Instrumentation and Measurement, 2024. Cites: paper

Towards Controlling Mobile Robot Using Upper Human Body Gesture Based on Convolutional Neural Network
Muhammad Fuad, Faikul Umam, Sri Intan Wahyuni et al. Journal of Robotics and Control (JRC), 2023. Cites: paper

A biosignal quality assessment framework for high-density sEMG decomposition
Zeming Zhao, Weichao Guo, Yang Xu et al. Biomedical Signal Processing and Control, 2023. Cites: paper

Functional force stimulation alters motor neuron discharge patterns
Yaodan Xu, Zuyu Du, Anyi Cheng et al. Frontiers in Neuroscience, 2023. Cites: paper

A novel unsupervised dynamic feature domain adaptation strategy for cross-individual myoelectric gesture recognition
Yan Liu, Xinhao Peng, Yingxiao Tan et al. Journal of Neural Engineering, 2023. Cites: paper

sEMG-Based Inter-Session Hand Gesture Recognition via Domain Adaptation with Locality Preserving and Maximum Margin
Yao Guo, Jiayan Liu, Yonglin Wu et al. International Journal of Neural Systems, 2023. Cites: paper

A Novel Approach to Surface EMG-Based Gesture Classification Using a Vision Transformer Integrated With Convolutive Blind Source Separation
Mustapha Deji Dere, Boreom Lee. IEEE Journal of Biomedical and Health Informatics, 2023. Cites: paper

Cybersecurity in neural interfaces: Survey and future trends
Xinyu Jiang, Jiahao Fan, Ziyue Zhu et al. Computers in Biology and Medicine, 2023. Cites: paper

Optimizing the feature set and electrode configuration of high-density electromyogram via interpretable deep forest
Jianfeng Li, Xinyu Jiang, Xiangyu Liu et al. Biomedical Signal Processing and Control, 2023. Cites: paper

Novel Wearable HD-EMG Sensor With Shift-Robust Gesture Recognition Using Deep Learning
Félix Chamberland, Étienne Buteau, Simon M. Tam et al. IEEE Transactions on Biomedical Circuits and Systems, 2023. Cites: paper

Surface EMG feature disentanglement for robust pattern recognition
Jiahao Fan, Xinyu Jiang, Xiangyu Liu et al. Expert Systems with Applications, 2023. Cites: paper

MyoBit: A Public Dataset Based on An Armband with 16 sEMG Channels for Gesture Recognition under Non-ideal Conditions
Wei Chen, Lihui Feng, Jihua Lu et al. International Conference on Methods and Models in Automation and Robotics, 2023. Cites: paper

Concurrent Prediction of Dexterous Finger Flexion and Extension Force via Deep Forest
Jiahao Fan, Xiaogang Hu. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2023. Cites: paper

EMaGer: A Wearable Full-Circumference HD-EMG Sensor and Data Augmentation Method for Robust Hand Gesture Recognition
Félix Chamberland, Étienne Buteau, Simon M. Tam et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2023. Cites: dataset, paper

A New EMG Decomposition Framework for Upper Limb Prosthetic Systems
Wenhao Wu, Li Jiang, Bangchu Yang et al. Journal of Bionic Engineering, 2023. Cites: paper

Forearm sEMG data from young healthy humans during the execution of hand movements
Manuela Gómez-Correa, Mariana Ballesteros, Iván Salgado et al. Scientific Data, 2023. Cites: paper

Privacy-Preserving Motor Intent Classification via Feature Disentanglement
Jiahao Fan, Xiaogang Hu. International IEEE/EMBS Conference on Neural Engineering, 2023. Cites: paper

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