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

Most Recent Publications

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

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

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

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

Soft Exoskeleton Combined with Stimulation for Hand Therapy

Mohammad Ghassemi, Andrew Sprague, Xiaogang Hu, Derek Kamper, 2024, 2024 Proceedings of IEEE Engineering in Medicine and Biology Society EMBC Conference

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

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

Hand Functional Impairment in Stroke Survivors Using Coherence Analysis

Yuwen Ruan, Henry Shin, Xiaogang Hu, 2024, 2024 IEEE International Conference on Human-Machine Systems

Unsupervised Decoding of Multi-Finger Forces Using Neuronal Discharge Information with Muscle Co-Activations

Long Meng, Xiaogang Hu, 2024, 2024 IEEE International Conference on Human-Machine Systems

Towards Efficient Neural Decoder for Dexterous Finger Force Predictions

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

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

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

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

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

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

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

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

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

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