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

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

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

Spatial-Temporal Dynamics of Evoked Action in Finger Flexors: Implications for Optimizing Transcutaneous Nerve Stimulation

Susan K. Coltman, Luis Vargas, Xiaogang Hu, 2024, IRE transactions on medical electronics

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

Long Meng, Xiaogang Hu, 2024,

Unsupervised Neural Decoding to Predict Dexterous Multi-Finger Flexion and Extension Forces

Long Meng, Xiaogang Hu, 2024, IEEE Journal of Biomedical and Health Informatics

Hand Functional Impairment in Stroke Survivors Using Coherence Analysis

Yuwen Ruan, Henry Shin, Xiaogang Hu, 2024,

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

Most-Cited Papers

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

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

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

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

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

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

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

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

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

Extracting and Classifying Spatial Muscle Activation Patterns in Forearm Flexor Muscles Using High-Density Electromyogram Recordings

Chenyun Dai, Xiaogang Hu, 2019, International Journal of Neural Systems

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