Xiaogang Hu

A generic neural network model to estimate populational neural activity for robust neural decoding

COMPUTERS IN BIOLOGY AND MEDICINE, 144.

Finger Force Estimation Using Motor Unit Discharges Across Forearm Postures

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 69(9), 2767–2775.

Object Recognition via Evoked Sensory Feedback during Control of a Prosthetic Hand

IEEE ROBOTICS AND AUTOMATION LETTERS, 7(1), 207–214.

Resembled Tactile Feedback for Object Recognition Using a Prosthetic Hand

IEEE ROBOTICS AND AUTOMATION LETTERS, 7(4), 10977–10984.

Toward Safe Wearer-Prosthesis Interaction: Evaluation of Gait Stability and Human Compensation Strategy Under Faults in Robotic Transfemoral Prostheses

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 30, 2773–2782.

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

Yao, S., Zhou, W., Hinson, R., Dong, P., Wu, S., Ives, J., … Zhu, Y. (2022, May 16). ADVANCED MATERIALS TECHNOLOGIES, Vol. 5.

Activation of Superficial and Deep Finger Flexors Through Transcutaneous Nerve Stimulation

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 25(7), 2575–2582.

Closed-loop control of a prosthetic finger via evoked proprioceptive information

JOURNAL OF NEURAL ENGINEERING, 18(6).

Common Neural Input within and across Lower Limb Muscles: A Preliminary Study

2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), pp. 6683–6686.

Concurrent Prediction of Finger Forces Based on Source Separation and Classification of Neuron Discharge Information

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 31(06).

Estimation of Joint Kinematics and Fingertip Forces using Motoneuron Firing Activities: A Preliminary Report

2021 10TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), pp. 1035–1038.

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

[Review of ]. JOURNAL OF NEURAL ENGINEERING, 18(4).

Perception of Static Position and Kinesthesia of the Finger using Vibratory Stimulation

2021 10TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), pp. 1087–1090.

Static and dynamic proprioceptive recognition through vibrotactile stimulation

JOURNAL OF NEURAL ENGINEERING, 18(4).

Virtual Reality for Evaluating Prosthetic Hand Control Strategies: A Preliminary Report

2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), pp. 6263–6266.

Automatic Detection of Contracting Muscle Regions via the Deformation Field of Transverse Ultrasound Images: A Feasibility Study

ANNALS OF BIOMEDICAL ENGINEERING.

Buckle-Delamination-Enabled Stretchable Silver Nanowire Conductors

ACS APPLIED MATERIALS & INTERFACES, 12(37), 41696–41703.

Elicited upper limb motions through transcutaneous cervical spinal cord stimulation

JOURNAL OF NEURAL ENGINEERING, 17(3).

Finger Joint Angle Estimation Based on Motoneuron Discharge Activities

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 24(3), 760–767.

Muscle activation pattern elicited through transcutaneous stimulation near the cervical spinal cord

JOURNAL OF NEURAL ENGINEERING, 17(1).

Object Shape and Surface Topology Recognition Using Tactile Feedback Evoked through Transcutaneous Nerve Stimulation

IEEE TRANSACTIONS ON HAPTICS, 13(1), 152–158.

Elicited Finger and Wrist Extension Through Transcutaneous Radial Nerve Stimulation

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 27(9), 1875–1882.

Evoked Haptic Sensation in the Hand With Concurrent Non-Invasive Nerve Stimulation

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 66(10), 2761–2767.

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

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 29(1).

Independent component analysis based algorithms for high-density electromyogram decomposition: Experimental evaluation of upper extremity muscles

COMPUTERS IN BIOLOGY AND MEDICINE, 108, 42–48.

Independent component analysis based algorithms for high-density electromyogram decomposition: Systematic evaluation through simulation

COMPUTERS IN BIOLOGY AND MEDICINE, 109, 171–181.

Interference Removal From Electromyography Based on Independent Component Analysis

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 27(5), 887–894.

Prediction of Individual Finger Forces Based on Decoded Motoneuron Activities

ANNALS OF BIOMEDICAL ENGINEERING, 47(6), 1357–1368.

Prediction of Individual Finger Forces Based on Decoded Motoneuron Activities (vol 47, pg 1357, 2019)

Dai, C., Cao, Y., & Hu, X. (2019, July). ANNALS OF BIOMEDICAL ENGINEERING, Vol. 47, pp. 1688–1688.

Prolonged time course of population excitatory postsynaptic potentials in motoneurons of chronic stroke survivors

JOURNAL OF NEUROPHYSIOLOGY, 122(1), 176–183.

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

JOURNAL OF NEURAL ENGINEERING, 16(6).

A novel finger kinematic tracking method based on skin-like wearable strain sensors

IEEE Sensors Journal, 18(7), 3010–3015.

Delayed fatigue in finger flexion forces through transcutaneous nerve stimulation

JOURNAL OF NEURAL ENGINEERING, 15(6).

Estimation of muscle force based on neural drive in a hemispheric stroke survivor

Frontiers in Neurology, 9.

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

Journal of Neural Engineering, 15(4).

Improved muscle activation using proximal nerve stimulation with subthreshold current pulses at kilohertz-frequency

Journal of Neural Engineering, 15(4).

Muscle Fatigue Post-stroke Elicited From Kilohertz-Frequency Subthreshold Nerve Stimulation

FRONTIERS IN NEUROLOGY, 9.

Reduced muscle fatigue using kilohertz-frequency subthreshold stimulation of the proximal nerve

JOURNAL OF NEURAL ENGINEERING, 15(6).

Relative contribution of different altered motor unit control to muscle weakness in stroke: A simulation study

Journal of Neural Engineering, 15(1).

Altered motor unit discharge coherence in paretic muscles of stroke survivors

Frontiers in Neurology, 8.

Exploration of hand grasp patterns elicitable through non-invasive proximal nerve stimulation

Scientific Reports, 7.

Motor unit activity during fatiguing isometric muscle contraction in hemispheric stroke survivors

Frontiers in Human Neuroscience, 11.

Origins of common neural inputs to different compartments of the extensor digitorum communis muscle

Scientific Reports, 7.

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

Journal of Neurophysiology, 115(6), 2830–2839.