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 Textiles Prosthetics Kinematics Hand Biomechanical Phenomena Prostheses And Implants Action Potentials Direction Compound Finger Joint Composite Materials Muscle Fatigue Neurophysiological Recruitment Decoding Nanowires Application Silver Smart Textiles Lower Extremity

Most Recent Publications

Unsupervised separation of nonlinearly mixed event-related potentials using manifold clustering and non-negative matrix factorization

Kai Zhang, Xiaogang Hu, 2024, Computers in Biology and Medicine

Towards Efficient Neural Decoder for Dexterous Finger Force Predictions

Jiahao Fan, Xiaogang Hu, 2024, IRE transactions on medical electronics on p. 1831-1840

Unsupervised neural decoding for concurrent and continuous multi-finger force prediction

Long Meng, Xiaogang Hu, 2024, Computers in Biology and Medicine

Modified motor unit properties in residual muscle following transtibial amputation

Noah Rubin, Robert Hinson, Katherine Saul, William Filer, Xiaogang Hu, He (Helen) Huang, 2024, Journal of Neural Engineering

Quantifying Muscle Co-activation for Impaired Finger Independence in Stroke Survivors

Yuwen Ruan, Henry Shin, Xiaogang Hu, 2024, IRE transactions on medical electronics on p. 1-9

Decomposing Task-Relevant Information from Surface Electromyogram for User-Generic Dexterous Finger Force Decoding

Jiahao Fan, Xiaogang Hu, 2024, IEEE Journal of Biomedical and Health Informatics on p. 3907-3917

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

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

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

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

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

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

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

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

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