Xiaogang Hu

Huck Chair in Neurorehabilitation; Associate Professor of Mechanical Engineering, Kinesiology, and Physical Medicine & Rehabilitation

Xiaogang Hu

Research Summary

Neural-machine interface, somatosensory feedback, neural control of biological and bionic hands, neuromuscular disorder.

Huck Affiliations

Links

Publication Tags

These publication tags are generated from the output of this researcher. Click any tag below to view other Huck researchers working on the same topic.

Electromyography Muscles Motor Neurons Muscle Decomposition Robotics Electrodes Lower Extremity Textiles Prosthetics Kinematics Hand Biomechanical Phenomena Prostheses And Implants Action Potentials Finger Joint Direction Compound Composite Materials Muscle Fatigue Neurophysiological Recruitment Decoding Application Silver Smart Textiles Angular Momentum

Most Recent Publications

Towards Efficient Neural Decoder for Dexterous Finger Force Predictions

Jiahao Fan, Xiaogang Hu, 2024, IRE transactions on medical electronics on p. 1-10

Robust neural decoding for dexterous control of robotic hand kinematics

Jiahao Fan, Luis Vargas, Derek G. Kamper, Xiaogang Hu, 2023, Computers in Biology and Medicine

Concurrent and Continuous Prediction of Finger Kinetics and Kinematics via Motoneuron Activities

Rinku Roy, Yang Zheng, Derek G. Kamper, Xiaogang Hu, 2023, IRE transactions on medical electronics on p. 1911-1920

Asynchronous axonal firing patterns evoked via continuous subthreshold kilohertz stimulation

Luis Vargas, Eric D. Musselman, Warren M. Grill, Xiaogang Hu, 2023, Journal of Neural Engineering

Ankle Torque Estimation with Motor Unit Discharges in Residual Muscles Following Lower-Limb Amputation

Noah Rubin, Robert Hinson, Katherine Saul, Xiaogang Hu, He Huang, 2023, IEEE Transactions on Neural Systems and Rehabilitation Engineering on p. 4821-4830

Offline Evaluation Matters: Investigation of the Influence of Offline Performance on Real-Time Operation of Electromyography-Based Neural-Machine Interfaces

Robert M. Hinson, Joseph Berman, William Filer, Derek Kamper, Xiaogang Hu, He Huang, 2023, IEEE Transactions on Neural Systems and Rehabilitation Engineering on p. 680-689

Concurrent Prediction of Dexterous Finger Flexion and Extension Force via Deep Forest

Jiahao Fan, Xiaogang Hu, 2023, 2023 Proceedings of IEEE Engineering in Medicine and Biology Society EMBC Conference on p. 1-4

Optimized Model Selection for Concurrent Decoding of Finger Kinetics and Kinematics

Rinku Roy, Derek G. Kamper, Xiaogang Hu, 2023, IEEE Access on p. 17348-17358

Assessment of Impaired Finger Independence of Stroke Survivors: A Preliminary study

Jiahao Fan, Henry Shin, Xiaogang Hu, 2023,

A simplified model for whole-body angular momentum calculation

Ming Liu, Amirreza Naseri, I. Chieh Lee, Xiaogang Hu, Michael D. Lewek, He Huang, 2023, Journal of Biomedical Engineering

Most-Cited Papers

Multifunctional Electronic Textiles Using Silver Nanowire Composites

Shanshan Yao, Ji Yang, Felipe R. Poblete, Xiaogang Hu, Yong Zhu, 2019, ACS applied materials & interfaces on p. 31028-31037

Myoelectric control of robotic lower limb prostheses: A review of electromyography interfaces, control paradigms, challenges and future directions

Aaron Fleming, Nicole Stafford, Stephanie Huang, Xiaogang Hu, Daniel P. Ferris, He Helen Huang, 2021, Journal of Neural Engineering

Finger Joint Angle Estimation Based on Motoneuron Discharge Activities

Chenyun Dai, Xiaogang Hu, 2020, IEEE Journal of Biomedical and Health Informatics on p. 760-767

Accuracy assessment of a surface electromyogram decomposition system in human first dorsal interosseus muscle

Xiaogang Hu, William Z. Rymer, Nina L. Suresh, 2014, Journal of Neural Engineering

Changes in motor unit behavior following isometric fatigue of the first dorsal interosseous muscle

Lara McManus, Xiaogang Hu, William Z. Rymer, Madeleine M. Lowery, Nina L. Suresh, 2015, Journal of Neurophysiology on p. 3186-3196

Assessing altered motor unit recruitment patterns in paretic muscles of stroke survivors using surface electromyography

Xiaogang Hu, Aneesha K. Suresh, William Z. Rymer, Nina L. Suresh, 2015, Journal of Neural Engineering

Evoked haptic sensations in the hand via non-invasive proximal nerve stimulation

He Huang, Henry Shin, Zach Watkins, Yong Zhu, Xiaogang Hu, 2018, Journal of Neural Engineering

Real-time isometric finger extension force estimation based on motor unit discharge information

Yang Zheng, Xiaogang Hu, 2019, Journal of Neural Engineering

Extracting extensor digitorum communis activation patterns using high-density surface electromyography

Xiaogang Hu, Nina L. Suresh, Cindy Xue, William Z. Rymer, 2015, Frontiers in Physiology

Muscle fatigue increases beta-band coherence between the firing times of simultaneously active motor units in the first dorsal interosseous muscle

Lara McManus, Xiaogang Hu, William Z. Rymer, Nina L. Suresh, Madeleine M. Lowery, 2016, Journal of Neurophysiology on p. 2830-2839