Xiaogang Hu

63 papers B 1Journal 34Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
Direct Learning of Neuronal Firing Representations for Long-Term Motor Intent Predictions.
IEEE Trans. Artif. Intell.
Long Meng, Xiaogang Hu
2026 J jnl
Minimizing Sensory Habituation in Nerve Stimulation Through Strategic Temporal Stimulation Patterns.
IEEE J. Biomed. Health Informatics
Susan K. Coltman, Xiaogang Hu
2026 J jnl
Motor unit-driven decoders for long-term motion intention: Effects of training strategies.
Biomed. Signal Process. Control.
Long Meng, Xiaogang Hu
2025 J jnl
Adaptive motor unit decomposition using a cross-validation-based update policy.
Comput. Biol. Medicine
Tianze Ma, Xiaogang Hu
2025 J jnl
Long-Term Finger Force Predictions Using Motoneuron Discharge Activities.
IEEE Trans. Instrum. Meas.
Yuwen Ruan, Long Meng, Xiaogang Hu
2025 B conf
Motion Intention Decoding: The Role of Data Parameters in Motor Unit-Based Decoders.
SMC
Long Meng, Xiaogang Hu
2025 J jnl
Real-Time Myoelectric-Based Neural-Drive Decoding for Concurrent and Continuous Control of Robotic Finger Forces.
IEEE Trans. Hum. Mach. Syst.
Long Meng, Luis Vargas, Derek G. Kamper, Xiaogang Hu
2025 J jnl
Reduced Muscle Fatigue Using Continuous Subthreshold Kilohertz Stimulation of Peripheral Nerves.
CoRR
Long Meng, Paola Terolli, Xiaogang Hu
2025 J jnl
Robust and Lightweight Decoder for Unsupervised Multifinger Force Predictions Toward the Internet-of-Medical-Things-Based Applications.
IEEE Internet Things J.
Long Meng, Xiaogang Hu
2025 J jnl
Spatial-Temporal Dynamics of Evoked Action in Finger Flexors: Implications for Optimizing Transcutaneous Nerve Stimulation.
IEEE Trans. Biomed. Eng.
Susan K. Coltman, Luis Vargas, Xiaogang Hu
2025 J jnl
Unsupervised Neural Decoding to Predict Dexterous Multi-Finger Flexion and Extension Forces.
IEEE J. Biomed. Health Informatics
Long Meng, Xiaogang Hu
2024 J jnl
Decomposing Task-Relevant Information From Surface Electromyogram for User-Generic Dexterous Finger Force Decoding.
IEEE J. Biomed. Health Informatics
Jiahao Fan, Xiaogang Hu
2024 — conf
Hand Functional Impairment in Stroke Survivors Using Coherence Analysis.
ICHMS
Yuwen Ruan, Henry Shin, Xiaogang Hu
2024 J jnl
Quantifying Muscle Co-Activation for Impaired Finger Independence in Stroke Survivors.
IEEE Trans. Biomed. Eng.
Yuwen Ruan, Henry Shin, Xiaogang Hu
2024 J jnl
Towards Efficient Neural Decoder for Dexterous Finger Force Predictions.
IEEE Trans. Biomed. Eng.
Jiahao Fan, Xiaogang Hu
2024 — conf
Unsupervised Decoding of Multi-Finger Forces Using Neuronal Discharge Information with Muscle Co-Activations.
ICHMS
Long Meng, Xiaogang Hu
2024 J jnl
Unsupervised neural decoding for concurrent and continuous multi-finger force prediction.
Comput. Biol. Medicine
Long Meng, Xiaogang Hu
2024 J jnl
Unsupervised separation of nonlinearly mixed event-related potentials using manifold clustering and non-negative matrix factorization.
Comput. Biol. Medicine
Kai Zhang, Xiaogang Hu
2023 — conf
Assessment of Impaired Finger Independence of Stroke Survivors: A Preliminary study.
NER
Jiahao Fan, Henry Shin, Xiaogang Hu
2023 — conf
Concurrent Prediction of Dexterous Finger Flexion and Extension Force via Deep Forest.
EMBC
Jiahao Fan, Xiaogang Hu
2023 J jnl
Concurrent and Continuous Prediction of Finger Kinetics and Kinematics via Motoneuron Activities.
IEEE Trans. Biomed. Eng.
Rinku Roy, Yang Zheng, Derek G. Kamper, Xiaogang Hu
2023 J jnl
Optimized Model Selection for Concurrent Decoding of Finger Kinetics and Kinematics.
IEEE Access
Rinku Roy, Derek G. Kamper, Xiaogang Hu
2023 — conf
Privacy-Preserving Motor Intent Classification via Feature Disentanglement.
NER
Jiahao Fan, Xiaogang Hu
2023 J jnl
Robust neural decoding for dexterous control of robotic hand kinematics.
Comput. Biol. Medicine
Jiahao Fan, Luis Vargas, Derek G. Kamper, Xiaogang Hu
2022 J jnl
A generic neural network model to estimate populational neural activity for robust neural decoding.
Comput. Biol. Medicine
Rinku Roy, Feng Xu, Derek G. Kamper, Xiaogang Hu
2022 J jnl
Adaptive Real-Time Decomposition of Electromyogram During Sustained Muscle Activation: A Simulation Study.
IEEE Trans. Biomed. Eng.
Yang Zheng, Xiaogang Hu
2022 J jnl
Evoked Tactile Feedback and Control Scheme on Functional Utility of Prosthetic Hand.
IEEE Robotics Autom. Lett.
Luis Vargas, He Helen Huang, Yong Zhu, Xiaogang Hu
2022 J jnl
Finger Force Estimation Using Motor Unit Discharges Across Forearm Postures.
IEEE Trans. Biomed. Eng.
Noah Rubin, Yang Zheng, He Huang, Xiaogang Hu
2022 J jnl
Object Recognition via Evoked Sensory Feedback during Control of a Prosthetic Hand.
IEEE Robotics Autom. Lett.
Luis Vargas, He Huang, Yong Zhu, Xiaogang Hu
2022 J jnl
Resembled Tactile Feedback for Object Recognition Using a Prosthetic Hand.
IEEE Robotics Autom. Lett.
Luis Vargas, He Huang, Yong Zhu, Derek G. Kamper, Xiaogang Hu
2021 J jnl
Activation of Superficial and Deep Finger Flexors Through Transcutaneous Nerve Stimulation.
IEEE J. Biomed. Health Informatics
Henry Shin, Marwan A. Hawari, Xiaogang Hu
2021 — conf
Common Neural Input within and across Lower Limb Muscles: A Preliminary Study.
EMBC
Noah Rubin, Wentao Liu, Xiaogang Hu, He Helen Huang
2021 J jnl
Concurrent Estimation of Finger Flexion and Extension Forces Using Motoneuron Discharge Information.
IEEE Trans. Biomed. Eng.
Yang Zheng, Xiaogang Hu
2021 J jnl
Concurrent Prediction of Finger Forces Based on Source Separation and Classification of Neuron Discharge Information.
Int. J. Neural Syst.
Yang Zheng, Xiaogang Hu
2021 — conf
Distribution of M-Wave and H-Reflex in Hand Muscles Evoked via Transcutaneous Nerve Stimulation: A Preliminary Report.
EMBC
Luis Vargas, John Baratta, Xiaogang Hu
2021 — conf
Estimation of Joint Kinematics and Fingertip Forces using Motoneuron Firing Activities: A Preliminary Report.
NER
Feng Xu, Yang Zheng, Xiaogang Hu
2021 — conf
Evaluation of Lumbar Muscle Activation Patterns during Trunk Movements using High-Density Electromyography: A Preliminary Report.
EMBC
Feng Xu, William Riden, William Filer, Xiaogang Hu
2021 — conf
Perception of Static Position and Kinesthesia of the Finger using Vibratory Stimulation.
NER
Luis Vargas, He Helen Huang, Yong Zhu, Xiaogang Hu
2021 — conf
Virtual Reality for Evaluating Prosthetic Hand Control Strategies: A Preliminary Report.
EMBC
Jason Xie, Xiaogang Hu
2020 — conf
Dexterous Force Estimation during Finger Flexion and Extension Using Motor Unit Discharge Information.
EMBC
Yang Zheng, Xiaogang Hu
2020 J jnl
Finger Joint Angle Estimation Based on Motoneuron Discharge Activities.
IEEE J. Biomed. Health Informatics
Chenyun Dai, Xiaogang Hu
2020 J jnl
Object Shape and Surface Topology Recognition Using Tactile Feedback Evoked through Transcutaneous Nerve Stimulation.
IEEE Trans. Haptics
Luis Vargas, He Huang, Yong Zhu, Xiaogang Hu
2020 — conf
Quantifying the Peak Amplitude Distributions of Electromyogram in Bicep Brachii muscle after Stroke.
EMBC
Taimoor Afzal, Andrew Lai, Xiaogang Hu, William Zev Rymer, Nina L. Suresh
2020 — conf
Real-time finger force prediction via parallel convolutional neural networks: a preliminary study.
EMBC
Feng Xu, Yang Zheng, Xiaogang Hu
2020 — conf
Stiffness Perception using Transcutaneous Electrical Stimulation during Active and Passive Prosthetic Control.
EMBC
Luis Vargas, He Helen Huang, Yong Zhu, Xiaogang Hu
2019 J jnl
Evoked Haptic Sensation in the Hand With Concurrent Non-Invasive Nerve Stimulation.
IEEE Trans. Biomed. Eng.
Luis Vargas, Graham Whitehouse, He Huang, Yong Zhu, Xiaogang Hu
2019 J jnl
Extracting and Classifying Spatial Muscle Activation Patterns in Forearm Flexor Muscles Using High-Density Electromyogram Recordings.
Int. J. Neural Syst.
Chenyun Dai, Xiaogang Hu
2019 J jnl
Independent component analysis based algorithms for high-density electromyogram decomposition: Experimental evaluation of upper extremity muscles.
Comput. Biol. Medicine
Chenyun Dai, Xiaogang Hu
2019 J jnl
Independent component analysis based algorithms for high-density electromyogram decomposition: Systematic evaluation through simulation.
Comput. Biol. Medicine
Chenyun Dai, Xiaogang Hu
2018 — conf
Characterizing Residual Muscle Properties in Lower Limb Amputees Using High Density EMG Decomposition: A Pilot Study
EMBC
Bretta L. Fylstra, Chenyun Dai, Xiaogang Hu, He Helen Huang
2018 — conf
Estimation of Finger Joint Angle Based on Neural Drive Extracted from High-Density Electromyography.
EMBC
Chenyun Dai, Yizhou Cao, Xiaogang Hu
2018 — conf
Flexibility of Finger Activation Patterns Elicited through Non-invasive Multi-Electrode Nerve Stimulation.
EMBC
Henry Shin, Xiaogang Hu
2018 — conf
Merged Haptic Sensation in the Hand during Concurrent Non-Invasive Proximal Nerve Stimulation.
EMBC
Luis Vargas, He Helen Huang, Yong Zhu, Xiaogang Hu
2017 — conf
Chaotic predator-prey brain storm optimization for continuous optimization problems.
SSCI
Huaxin Qiu, Haibin Duan, Ziwei Zhou, Xiaogang Hu, Yuhui Shi
2016 — conf
Impairment of muscle force transmission in spastic-paretic muscles of stroke survivors.
EMBC
Xiaogang Hu, Babak Afsharipour, William Zev Rymer, Nina L. Suresh
2015 — conf
Fatigue-related alterations to intra-muscular coherence.
NER
Lara M. McManus, Xiaogang Hu, William Zev Rymer, Nina L. Suresh, Madeleine M. Lowery
2015 — conf
Spatial analysis of muscular activations in stroke survivors.
EMBC
Ghulam Rasool, Babak Afsharipour, Nina L. Suresh, Xiaogang Hu, William Zev Rymer
2014 — conf
Statistics of inter-spike intervals as a routine measure of accuracy in automatic decomposition of surface electromyogram.
EMBC
Xiaogang Hu, Nina L. Suresh, Brian B. Jeon, Henry Shin, William Zev Rymer
2012 — conf
Examination of afterhyperpolarization duration changes in motoneurons innervating paretic muscles in stroke survivors.
EMBC
Aneesha K. Suresh, Xiaogang Hu, Randall K. Powers, William Zev Rymer
2012 — conf
Impaired motor unit control in paretic muscle post stroke assessed using surface electromyography: A preliminary report.
EMBC
Xiaogang Hu, Aneesha K. Suresh, Xiaoyan Li, William Zev Rymer, Nina L. Suresh
2011 J jnl
Neuromotor Noise, Error Tolerance and Velocity-Dependent Costs in Skilled Performance.
PLoS Comput. Biol.
Dagmar Sternad, Masaki O. Abe, Xiaogang Hu, Hermann Müller
2011 — conf
Research on Data Display and Network Analysis Algorithm Based on Embedded GIS.
ICAIC (4)
Zhili Gu, Xiaogang Hu
2010 — conf
The Study about Comparison of Zenith Tropospheric Delay Interpolation Methods Based on Different Terrain.
APWCS
Yong Wang, Yan-Ping Liu, Li-qiong Qin, Chao Gen, Xiaogang Hu