Xu Zhang
Orcid: 0000-0002-1533-4340Affiliations:
- University of Science and Technology of China, Department of Electronic Science and Technology, Hefei, China
- Rehabilitation Institute of Chicago, Sensory Motor Performance Program, IL, USA (former)
According to our database1,
Xu Zhang
authored at least 79 papers
between 2007 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Biomed. Eng., April, 2024
Online Decomposition of Surface Electromyogram Into Individual Motor Unit Activities Using Progressive FastICA Peel-Off.
IEEE Trans. Biomed. Eng., January, 2024
A robust myoelectric pattern recognition framework based on individual motor unit activities against electrode array shifts.
Comput. Methods Programs Biomed., 2024
Estimating muscle force based on a neuromuscular decoding approach adaptive to fatigue conditions.
Biomed. Signal Process. Control., 2024
2023
Cross-user gesture recognition from sEMG signals using an optimal transport assisted student-teacher framework.
Comput. Biol. Medicine, October, 2023
A Novel Event-Driven Spiking Convolutional Neural Network for Electromyography Pattern Recognition.
IEEE Trans. Biomed. Eng., September, 2023
A Unified User-Generic Framework for Myoelectric Pattern Recognition: Mix-Up and Adversarial Training for Domain Generalization and Adaptation.
IEEE Trans. Biomed. Eng., August, 2023
Silent Speech Recognition Based on High-Density Surface Electromyogram Using Hybrid Neural Networks.
IEEE Trans. Hum. Mach. Syst., April, 2023
Exploration on the Negative Effects of Sensor Shifts in Photoplethysmography-Based Gesture Recognition and a Solution Based on Transfer Learning.
IEEE Trans. Instrum. Meas., 2023
Silent Speech Recognition Based on Surface Electromyography Using a Few Electrode Sites Under the Guidance From High-Density Electrode Arrays.
IEEE Trans. Instrum. Meas., 2023
EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusion.
IEEE Trans. Affect. Comput., 2023
Decoding silent speech from high-density surface electromyographic data using transformer.
Biomed. Signal Process. Control., 2023
2022
A novel silent speech recognition approach based on parallel inception convolutional neural network and Mel frequency spectral coefficient.
Frontiers Neurorobotics, September, 2022
An Effective Photoplethysmography Heart Rate Estimation Framework Integrating Two-Level Denoising Method and Heart Rate Tracking Algorithm Guided by Finite State Machine.
IEEE J. Biomed. Health Informatics, 2022
IEEE Trans. Instrum. Meas., 2022
A solution for co-frequency and low SNR problems in heart rate estimation based on photoplethysmography signals.
Medical Biol. Eng. Comput., 2022
Rejecting Novel Motions in High-Density Myoelectric Pattern Recognition Using Hybrid Neural Networks.
Frontiers Neurorobotics, 2022
Comput. Biol. Medicine, 2022
Decoding muscle force from individual motor unit activities using a twitch force model and hybrid neural networks.
Biomed. Signal Process. Control., 2022
Encoder-Decoder Architectures for Silent Speech Recognition based on High-density Surface Electromyogram.
Proceedings of the International Conference on Advanced Robotics and Mechatronics , 2022
2021
Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method.
IEEE J. Biomed. Health Informatics, 2021
IEEE Trans. Instrum. Meas., 2021
Metric learning for novel motion rejection in high-density myoelectric pattern recognition.
Knowl. Based Syst., 2021
Multiuser gesture recognition using sEMG signals via canonical correlation analysis and optimal transport.
Comput. Biol. Medicine, 2021
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021
2020
Exploration of Chinese Sign Language Recognition Using Wearable Sensors Based on Deep Belief Net.
IEEE J. Biomed. Health Informatics, 2020
Effective Audio Signal Arrival Time Detection Algorithm for Realization of Robust Acoustic Indoor Positioning.
IEEE Trans. Instrum. Meas., 2020
IEEE Trans. Instrum. Meas., 2020
A Novel Postprocessing Method for Robust Myoelectric Pattern-Recognition Control Through Movement Pattern Transition Detection.
IEEE Trans. Hum. Mach. Syst., 2020
IEEE Trans. Biomed. Eng., 2020
Quantitative assessment of lower limbs gross motor function in children with cerebral palsy based on surface EMG and inertial sensors.
Medical Biol. Eng. Comput., 2020
EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network.
Knowl. Based Syst., 2020
MLBF-Net: A Multi-Lead-Branch Fusion Network for Multi-Class Arrhythmia Classification Using 12-Lead ECG.
CoRR, 2020
ECG-based multi-class arrhythmia detection using spatio-temporal attention-based convolutional recurrent neural network.
Artif. Intell. Medicine, 2020
Hybrid Encoder-Decoder Deep Networks for Decoding Neural Drive Information towards Precise Muscle Force Estimation.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Myoelectric Pattern Recognition for Controlling a Robotic Hand: A Feasibility Study in Stroke.
IEEE Trans. Biomed. Eng., 2019
Acoustic Indoor Localization System Integrating TDMA+FDMA Transmission Scheme and Positioning Correction Technique.
Sensors, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Visualized Evidences for Detecting Novelty in Myoelectric Pattern Recognition using 3D Convolutional Neural Networks.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Investigation on the Contributions of Different Muscles to the Generated Force based on HD-sEMG and DBN.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019
2018
Feasibility Study of Advanced Neural Networks Applied to sEMG-Based Force Estimation.
Sensors, 2018
Sensors, 2018
A SEMG-Force Estimation Framework Based on a Fast Orthogonal Search Method Coupled with Factorization Algorithms.
Sensors, 2018
ICA-based muscle-tendon units localization and activation analysis during dynamic motion tasks.
Medical Biol. Eng. Comput., 2018
Two-Source Validation of Progressive FastICA Peel-Off for Automatic Surface EMG Decomposition in Human First Dorsal Interosseous Muscle.
Int. J. Neural Syst., 2018
2017
EMG-Torque Relation in Chronic Stroke: A Novel EMG Complexity Representation With a Linear Electrode Array.
IEEE J. Biomed. Health Informatics, 2017
IEEE J. Biomed. Health Informatics, 2017
Myoelectric Pattern Recognition Based on Muscle Synergies for Simultaneous Control of Dexterous Finger Movements.
IEEE Trans. Hum. Mach. Syst., 2017
Investigation on Inter-Limb Coordination and Motion Stability, Intensity and Complexity of Trunk and Limbs during Hands-Knees Crawling in Human Adults.
Sensors, 2017
Motor Function Evaluation of Hemiplegic Upper-Extremities Using Data Fusion from Wearable Inertial and Surface EMG Sensors.
Sensors, 2017
Sensors, 2017
Int. J. Neural Syst., 2017
Re-Evaluating Electromyogram-Force Relation in Healthy Biceps Brachii Muscles Using Complexity Measures.
Entropy, 2017
Muscle Fatigue Analysis of the Deltoid during Three Head-Related Static Isometric Contraction Tasks.
Entropy, 2017
Investigation of the Intra- and Inter-Limb Muscle Coordination of Hands-and-Knees Crawling in Human Adults by Means of Muscle Synergy Analysis.
Entropy, 2017
2016
IEEE J. Biomed. Health Informatics, 2016
Multiscale Two-Directional Two-Dimensional Principal Component Analysis and Its Application to High-Dimensional Biomedical Signal Classification.
IEEE Trans. Biomed. Eng., 2016
Sensors, 2016
Random Forest-Based Recognition of Isolated Sign Language Subwords Using Data from Accelerometers and Surface Electromyographic Sensors.
Sensors, 2016
Complexity Analysis of Surface EMG for Overcoming ECG Interference toward Proportional Myoelectric Control.
Entropy, 2016
Fatiguing Effects on the Multi-Scale Entropy of Surface Electromyography in Children with Cerebral Palsy.
Entropy, 2016
2014
A Hand Gesture Recognition Framework and Wearable Gesture-Based Interaction Prototype for Mobile Devices.
IEEE Trans. Hum. Mach. Syst., 2014
Application of wavelet packet transform on myoelectric pattern recognition for upper limb rehabilitation after stroke.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Electromyography-Based Locomotion Pattern Recognition and Personal Positioning Toward Improved Context-Awareness Applications.
IEEE Trans. Syst. Man Cybern. Syst., 2013
IEEE J. Biomed. Health Informatics, 2013
2012
IEEE Trans. Biomed. Eng., 2012
A Sign-Component-Based Framework for Chinese Sign Language Recognition Using Accelerometer and sEMG Data.
IEEE Trans. Biomed. Eng., 2012
Acceleration and electromyography (EMG) pattern analysis for children with cerebral palsy.
Proceedings of the IEEE 14th International Conference on e-Health Networking, 2012
2011
IEEE Trans. Syst. Man Cybern. Part A, 2011
Interpreting sign components from accelerometer and sEMG data for automatic sign language recognition.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
A novel pedestrian dead reckoning algorithm using wearable EMG sensors to measure walking strides.
Proceedings of the Ubiquitous Positioning Indoor Navigation and Location Based Service, 2010
Automatic recognition of sign language subwords based on portable accelerometer and EMG sensors.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010
2009
Hand gesture recognition and virtual game control based on 3D accelerometer and EMG sensors.
Proceedings of the 14th International Conference on Intelligent User Interfaces, 2009
2008
Research on Gesture Definition and Electrode Placement in Pattern Recognition of Hand Gesture Action SEMG.
Proceedings of the Medical Biometrics, First International Conference, 2008
Proceedings of the Medical Biometrics, First International Conference, 2008
2007
Hand Gesture Recognition Research Based on Surface EMG Sensors and 2D-accelerometers.
Proceedings of the 11th IEEE International Symposium on Wearable Computers (ISWC 2007), 2007
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007