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 Muscle Action Potentials Electrodes Motor Neurons Prosthetics Robotics Neurophysiological Recruitment Object Recognition Lower Extremity Textiles Prostheses And Implants Kinematics Application Biomechanical Phenomena Hand Behavior As Electrode Decomposition Finger Joint Composite Materials Silver Nanowires Muscle Fatigue Decoding Monitoring

Most Recent Publications

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

Privacy-Preserving Motor Intent Classification via Feature Disentanglement

Jiahao Fan, 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

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

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

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

Jiahao Fan, Henry Shin, Xiaogang Hu, 2023,

Ultrasoft Porous 3D Conductive Dry Electrodes for Electrophysiological Sensing and Myoelectric Control

Shanshan Yao, Weixin Zhou, Robert Hinson, Penghao Dong, Shuang Wu, Jasmine Ives, Xiaogang Hu, He Huang, Yong Zhu, 2022, Advanced Materials Technologies

Resembled Tactile Feedback for Object Recognition Using a Prosthetic Hand

Luis Vargas, He Huang, Yong Zhu, Derek Kamper, Xiaogang Hu, 2022, IEEE Robotics and Automation Letters on p. 10977-10984

Most-Cited Papers

Motor unit pool organization examined via spike-triggered averaging of the surface electromyogram

Xiaogang Hu, William Z. Rymer, Nina L. Suresh, 2013, Journal of Neurophysiology on p. 1205-1220

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

Assessment of validity of a high-yield surface electromyogram decomposition

Xiaogang Hu, William Z. Rymer, Nina L. Suresh, 2013, Journal of NeuroEngineering and Rehabilitation

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

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

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

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

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

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