Xiaogang Hu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 45

Top Topics

Control Strategies

Hybrid Automata

Top Venues

Comput. Biol. Medicine

IEEE Trans. Biomed. Eng.

Publications

Jiahao Fan, Xiaogang Hu
Decomposing Task-Relevant Information From Surface Electromyogram for User-Generic Dexterous Finger Force Decoding. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Yuwen Ruan, Henry Shin, Xiaogang Hu
Hand Functional Impairment in Stroke Survivors Using Coherence Analysis. ICHMS (2024)
Kai Zhang, Xiaogang Hu
Unsupervised separation of nonlinearly mixed event-related potentials using manifold clustering and non-negative matrix factorization. Comput. Biol. Medicine 178 (2024)
Long Meng, Xiaogang Hu
Unsupervised Decoding of Multi-Finger Forces Using Neuronal Discharge Information with Muscle Co-Activations. ICHMS (2024)
Long Meng, Xiaogang Hu
Unsupervised neural decoding for concurrent and continuous multi-finger force prediction. Comput. Biol. Medicine 173 (2024)
Jiahao Fan, Xiaogang Hu
Towards Efficient Neural Decoder for Dexterous Finger Force Predictions. IEEE Trans. Biomed. Eng. 71 (6) (2024)
Rinku Roy, Yang Zheng, Derek G. Kamper, Xiaogang Hu
Concurrent and Continuous Prediction of Finger Kinetics and Kinematics via Motoneuron Activities. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Jiahao Fan, Xiaogang Hu
Privacy-Preserving Motor Intent Classification via Feature Disentanglement. NER (2023)
Jiahao Fan, Luis Vargas, Derek G. Kamper, Xiaogang Hu
Robust neural decoding for dexterous control of robotic hand kinematics. Comput. Biol. Medicine 162 (2023)
Jiahao Fan, Xiaogang Hu
Concurrent Prediction of Dexterous Finger Flexion and Extension Force via Deep Forest. EMBC (2023)
Jiahao Fan, Henry Shin, Xiaogang Hu
Assessment of Impaired Finger Independence of Stroke Survivors: A Preliminary study. NER (2023)
Rinku Roy, Derek G. Kamper, Xiaogang Hu
Optimized Model Selection for Concurrent Decoding of Finger Kinetics and Kinematics. IEEE Access 11 (2023)
Luis Vargas, He Huang, Yong Zhu, Derek G. Kamper, Xiaogang Hu
Resembled Tactile Feedback for Object Recognition Using a Prosthetic Hand. IEEE Robotics Autom. Lett. 7 (4) (2022)
Noah Rubin, Yang Zheng, He Huang, Xiaogang Hu
Finger Force Estimation Using Motor Unit Discharges Across Forearm Postures. IEEE Trans. Biomed. Eng. 69 (9) (2022)
Rinku Roy, Feng Xu, Derek G. Kamper, Xiaogang Hu
A generic neural network model to estimate populational neural activity for robust neural decoding. Comput. Biol. Medicine 144 (2022)
Yang Zheng, Xiaogang Hu
Adaptive Real-Time Decomposition of Electromyogram During Sustained Muscle Activation: A Simulation Study. IEEE Trans. Biomed. Eng. 69 (2) (2022)
Luis Vargas, He Huang, Yong Zhu, Xiaogang Hu
Object Recognition via Evoked Sensory Feedback during Control of a Prosthetic Hand. IEEE Robotics Autom. Lett. 7 (1) (2022)
Luis Vargas, He Helen Huang, Yong Zhu, Xiaogang Hu
Evoked Tactile Feedback and Control Scheme on Functional Utility of Prosthetic Hand. IEEE Robotics Autom. Lett. 7 (2) (2022)
Luis Vargas, He Helen Huang, Yong Zhu, Xiaogang Hu
Perception of Static Position and Kinesthesia of the Finger using Vibratory Stimulation. NER (2021)
Noah Rubin, Wentao Liu, Xiaogang Hu, He Helen Huang
Common Neural Input within and across Lower Limb Muscles: A Preliminary Study. EMBC (2021)
Jason Xie, Xiaogang Hu
Virtual Reality for Evaluating Prosthetic Hand Control Strategies: A Preliminary Report. EMBC (2021)
Feng Xu, Yang Zheng, Xiaogang Hu
Estimation of Joint Kinematics and Fingertip Forces using Motoneuron Firing Activities: A Preliminary Report. NER (2021)
Feng Xu, William Riden, William Filer, Xiaogang Hu
Evaluation of Lumbar Muscle Activation Patterns during Trunk Movements using High-Density Electromyography: A Preliminary Report. EMBC (2021)
Henry Shin, Marwan A. Hawari, Xiaogang Hu
Activation of Superficial and Deep Finger Flexors Through Transcutaneous Nerve Stimulation. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Yang Zheng, Xiaogang Hu
Concurrent Estimation of Finger Flexion and Extension Forces Using Motoneuron Discharge Information. IEEE Trans. Biomed. Eng. 68 (5) (2021)
Luis Vargas, John Baratta, Xiaogang Hu
Distribution of M-Wave and H-Reflex in Hand Muscles Evoked via Transcutaneous Nerve Stimulation: A Preliminary Report. EMBC (2021)
Yang Zheng, Xiaogang Hu
Concurrent Prediction of Finger Forces Based on Source Separation and Classification of Neuron Discharge Information. Int. J. Neural Syst. 31 (6) (2021)
Taimoor Afzal, Andrew Lai, Xiaogang Hu, William Zev Rymer, Nina L. Suresh
Quantifying the Peak Amplitude Distributions of Electromyogram in Bicep Brachii muscle after Stroke. EMBC (2020)
Luis Vargas, He Helen Huang, Yong Zhu, Xiaogang Hu
Stiffness Perception using Transcutaneous Electrical Stimulation during Active and Passive Prosthetic Control. EMBC (2020)
Luis Vargas, He Huang, Yong Zhu, Xiaogang Hu
Object Shape and Surface Topology Recognition Using Tactile Feedback Evoked through Transcutaneous Nerve Stimulation. IEEE Trans. Haptics 13 (1) (2020)
Yang Zheng, Xiaogang Hu
Dexterous Force Estimation during Finger Flexion and Extension Using Motor Unit Discharge Information. EMBC (2020)
Chenyun Dai, Xiaogang Hu
Finger Joint Angle Estimation Based on Motoneuron Discharge Activities. IEEE J. Biomed. Health Informatics 24 (3) (2020)
Feng Xu, Yang Zheng, Xiaogang Hu
Real-time finger force prediction via parallel convolutional neural networks: a preliminary study. EMBC (2020)
Chenyun Dai, Xiaogang Hu
Independent component analysis based algorithms for high-density electromyogram decomposition: Systematic evaluation through simulation. Comput. Biol. Medicine 109 (2019)
Chenyun Dai, Xiaogang Hu
Independent component analysis based algorithms for high-density electromyogram decomposition: Experimental evaluation of upper extremity muscles. Comput. Biol. Medicine 108 (2019)
Chenyun Dai, Xiaogang Hu
Extracting and Classifying Spatial Muscle Activation Patterns in Forearm Flexor Muscles Using High-Density Electromyogram Recordings. Int. J. Neural Syst. 29 (1) (2019)
Luis Vargas, Graham Whitehouse, He Huang, Yong Zhu, Xiaogang Hu
Evoked Haptic Sensation in the Hand With Concurrent Non-Invasive Nerve Stimulation. IEEE Trans. Biomed. Eng. 66 (10) (2019)
Bretta L. Fylstra, Chenyun Dai, Xiaogang Hu, He Helen Huang
. EMBC (2018)
Henry Shin, Xiaogang Hu
Flexibility of Finger Activation Patterns Elicited through Non-invasive Multi-Electrode Nerve Stimulation. EMBC (2018)
Chenyun Dai, Yizhou Cao, Xiaogang Hu
Estimation of Finger Joint Angle Based on Neural Drive Extracted from High-Density Electromyography. EMBC (2018)
Luis Vargas, He Helen Huang, Yong Zhu, Xiaogang Hu
Merged Haptic Sensation in the Hand during Concurrent Non-Invasive Proximal Nerve Stimulation. EMBC (2018)
Huaxin Qiu, Haibin Duan, Ziwei Zhou, Xiaogang Hu, Yuhui Shi
Chaotic predator-prey brain storm optimization for continuous optimization problems. SSCI (2017)
Xiaogang Hu, Babak Afsharipour, William Zev Rymer, Nina L. Suresh
Impairment of muscle force transmission in spastic-paretic muscles of stroke survivors. EMBC (2016)
Lara M. McManus, Xiaogang Hu, William Zev Rymer, Nina L. Suresh, Madeleine M. Lowery
Fatigue-related alterations to intra-muscular coherence. NER (2015)
Ghulam Rasool, Babak Afsharipour, Nina L. Suresh, Xiaogang Hu, William Zev Rymer
Spatial analysis of muscular activations in stroke survivors. EMBC (2015)
Xiaogang Hu, Nina L. Suresh, Brian Jeon, Henry Shin, William Zev Rymer
Statistics of inter-spike intervals as a routine measure of accuracy in automatic decomposition of surface electromyogram. EMBC (2014)
Aneesha K. Suresh, Xiaogang Hu, Randall K. Powers, William Zev Rymer
Examination of afterhyperpolarization duration changes in motoneurons innervating paretic muscles in stroke survivors. EMBC (2012)
Xiaogang Hu, Aneesha K. Suresh, Xiaoyan Li, William Zev Rymer, Nina L. Suresh
Impaired motor unit control in paretic muscle post stroke assessed using surface electromyography: A preliminary report. EMBC (2012)
Zhili Gu, Xiaogang Hu
Research on Data Display and Network Analysis Algorithm Based on Embedded GIS. ICAIC (4) (2011)
Dagmar Sternad, Masaki O. Abe, Xiaogang Hu, Hermann Müller
Neuromotor Noise, Error Tolerance and Velocity-Dependent Costs in Skilled Performance. PLoS Comput. Biol. 7 (9) (2011)
Yong Wang, Yan-Ping Liu, Li-qiong Qin, Chao Gen, Xiaogang Hu
The Study about Comparison of Zenith Tropospheric Delay Interpolation Methods Based on Different Terrain. APWCS (2010)