Works (47)

Updated: May 15th, 2023 08:10

2023 journal article

A simplified model for whole-body angular momentum calculation

MEDICAL ENGINEERING & PHYSICS, 111.

By: M. Liu, A. Naseri, I. Lee, X. Hu, M. Lewek & H. Huang

author keywords: Angular momentum; Gait stability; Wearable system; Rigid body model
Sources: Web Of Science, ORCID
Added: February 27, 2023

2023 journal article

Offline Evaluation Matters: Investigation of the Influence of Offline Performance on Real-Time Operation of Electromyography-Based Neural-Machine Interfaces

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 31, 680–689.

By: R. Hinson, J. Berman, W. Filer*, D. Kamper, X. Hu & H. Huang

author keywords: Electromyography; Real-time systems; Decoding; Task analysis; Artificial neural networks; Wrist; Measurement; machine learning; neural-machine interface; offline analysis; real-time performance
Sources: Web Of Science, ORCID
Added: March 15, 2023

2023 journal article

Optimized Model Selection for Concurrent Decoding of Finger Kinetics and Kinematics

IEEE ACCESS, 11, 17348–17358.

By: R. Roy, D. Kamper & X. Hu

author keywords: Assistive technologies; Kinematics; Fingerprint recognition; Electromyography; Force; Predictive models; Haptic interfaces; Finger force; finger kinematics; hand function; motor unit
Source: Web Of Science
Added: March 20, 2023

2022 journal article

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

COMPUTERS IN BIOLOGY AND MEDICINE, 144.

By: R. Roy*, F. Xu, D. Kamper & X. Hu

author keywords: Neural networks; Hand function; Neural decoding; Motor unit; Finger force
Source: Web Of Science
Added: June 27, 2022

2022 journal article

Finger Force Estimation Using Motor Unit Discharges Across Forearm Postures

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

By: N. Rubin, Y. Zheng*, H. Huang & X. Hu

author keywords: Electromyography; Force; Fingers; Firing; Muscles; Electrodes; Decoding; Biosignal processing; Finger force estimation; Forearm posture; Motor unit decomposition; Neural decoding
Sources: Web Of Science, ORCID
Added: September 6, 2022

2022 journal article

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

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

By: L. Vargas, H. Huang, Y. Zhu & X. Hu

author keywords: Haptic and proprioceptive sensation; transcutaneous nerve stimulation; vibrotactile stimulation; stiffness recognition; size recognition
Sources: Web Of Science, ORCID
Added: November 15, 2021

2022 journal article

Resembled Tactile Feedback for Object Recognition Using a Prosthetic Hand

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

By: L. Vargas, H. Huang, Y. Zhu, D. Kamper & X. Hu

author keywords: Tactile feedback; prosthetic control; object recognition; transcutaneous nerve stimulation
Sources: Web Of Science, ORCID
Added: September 6, 2022

2022 journal article

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.

author keywords: Prosthetics; Robots; Knee; Legged locomotion; IP networks; Impedance; Training; Gait stability; machine fault; powered knee prosthesis; transfemoral amputee; user-prosthesis interaction
Sources: Web Of Science, ORCID
Added: October 31, 2022

2022 article

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.

By: S. Yao, W. Zhou, R. Hinson, P. Dong*, S. Wu, J. Ives*, X. Hu, H. Huang, Y. Zhu

author keywords: biopotential; dry electrodes; electrocardiogram; electroencephalogram; electromyogram; nanomaterials
Sources: Web Of Science, ORCID
Added: May 31, 2022

2021 journal article

Activation of Superficial and Deep Finger Flexors Through Transcutaneous Nerve Stimulation

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

By: H. Shin*, M. Hawari* & X. Hu

author keywords: Muscles; Electrodes; Ultrasonic imaging; Iron; Kinematics; Fingers; Electronics packaging; Functional Electrical Stimulation; Nerve Stimulation; Muscle Activation; Ultrasound Image Deformation
Source: Web Of Science
Added: August 16, 2021

2021 journal article

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

ANNALS OF BIOMEDICAL ENGINEERING, 49(1), 354–366.

By: Y. Zheng, H. Shin n, D. Kamper & X. Hu

author keywords: Transverse ultrasound imaging; Muscle contraction; Muscle function; Finger muscle; Deformation estimation
Source: Web Of Science
Added: July 27, 2020

2021 journal article

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

JOURNAL OF NEURAL ENGINEERING, 18(6).

By: L. Vargas, H. Huang, Y. Zhu & X. Hu

author keywords: prosthetic control; bidirectional neural-machine interface; vibratory stimulation; velocity control; position control
Sources: Web Of Science, ORCID
Added: January 7, 2022

2021 article

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.

By: N. Rubin, W. Liu, X. Hu & H. Huang

Sources: Web Of Science, ORCID
Added: January 7, 2022

2021 journal article

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

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 31(06).

By: Y. Zheng & X. Hu

author keywords: Neurosignal processing; finger force prediction; hand function; motor unit; neural interface
Source: Web Of Science
Added: June 14, 2021

2021 article

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.

By: F. Xu, Y. Zheng & X. Hu

Source: Web Of Science
Added: August 16, 2021

2021 review

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).

By: A. Fleming, N. Stafford*, S. Huang, X. Hu, D. Ferris* & H. Huang

author keywords: robotic lower limb protheses; neural-machine interface; EMG; gait and balance; human motor control
Sources: Web Of Science, ORCID
Added: August 16, 2021

2021 article

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.

By: L. Vargas, H. Huang, Y. Zhu & X. Hu

Sources: Web Of Science, ORCID
Added: August 16, 2021

2021 journal article

Static and dynamic proprioceptive recognition through vibrotactile stimulation

JOURNAL OF NEURAL ENGINEERING, 18(4).

By: L. Vargas, H. Huang, Y. Zhu & X. Hu

author keywords: somatosensory feedback; proprioception; vibrotactile stimulation; arm function; sensory substitution
Sources: Web Of Science, ORCID
Added: July 19, 2021

2021 article

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.

By: J. Xie* & X. Hu

Source: Web Of Science
Added: April 25, 2022

2020 journal article

Buckle-Delamination-Enabled Stretchable Silver Nanowire Conductors

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

By: S. Wu, S. Yao, Y. Liu, X. Hu, H. Huang & Y. Zhu

author keywords: stretchable conductor; silver nanowire; buckling; buckle-delamination; wrinkling; thermochromic
Sources: Web Of Science, ORCID
Added: October 12, 2020

2020 journal article

Elicited upper limb motions through transcutaneous cervical spinal cord stimulation

JOURNAL OF NEURAL ENGINEERING, 17(3).

By: Y. Zheng & X. Hu

author keywords: transcutaneous electrical stimulation; spinal cord stimulation; upper extremity kinematics; arm function; hand function
Source: Web Of Science
Added: June 29, 2020

2020 journal article

Finger Joint Angle Estimation Based on Motoneuron Discharge Activities

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

By: C. Dai* & X. Hu

author keywords: Biosignal processing; joint angle prediction; motor unit; finger movement; motor unit decomposition
Source: Web Of Science
Added: March 30, 2020

2020 journal article

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

JOURNAL OF NEURAL ENGINEERING, 17(1).

By: Y. Zheng & X. Hu

author keywords: transcutaneous electrical stimulation; spinal cord; hand function; arm function; muscle activation
Source: Web Of Science
Added: June 22, 2020

2020 journal article

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

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

By: L. Vargas, H. Huang, Y. Zhu & X. Hu

author keywords: Shape recognition; surface topology; tactile sensation; transcutaneous nerve stimulation
Sources: Web Of Science, ORCID
Added: April 14, 2020

2019 journal article

Elicited Finger and Wrist Extension Through Transcutaneous Radial Nerve Stimulation

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

By: Y. Zheng & X. Hu

author keywords: Transcutaneous electrical nerve stimulation; radial nerve stimulation; hand function; hand opening; wrist extension
Source: Web Of Science
Added: October 7, 2019

2019 journal article

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

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

author keywords: Electrical stimulation; haptic sensation; transcutaneous nerve stimulation; embodiment
Sources: Web Of Science, ORCID
Added: October 14, 2019

2019 journal article

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

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS, 29(1).

By: C. Dai n & X. Hu

author keywords: Finger flexion; high-density EMG; forearm flexor muscles; flexor digitorum superficialis; muscle compartment; pattern recognition; flexor activation
Source: Web Of Science
Added: February 4, 2019

2019 journal article

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

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

By: C. Dai* & X. Hu

author keywords: Biosignal processing; Independent component analysis; Upper extremity muscles
Source: Web Of Science
Added: July 1, 2019

2019 journal article

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

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

By: C. Dai & X. Hu

author keywords: Biosignal processing; Electromyogram; Source separation; Independent component analysis; RobustICA; Simulation
Source: Web Of Science
Added: July 8, 2019

2019 journal article

Interference Removal From Electromyography Based on Independent Component Analysis

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

By: Y. Zheng & X. Hu

author keywords: Biosignal processing; independent component analysis; motion artifacts; noise reduction; power line noise
Source: Web Of Science
Added: May 28, 2019

2019 journal article

Prediction of Individual Finger Forces Based on Decoded Motoneuron Activities

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

By: C. Dai n, Y. Cao n & X. Hu

author keywords: EMG signal processing; Motor unit decomposition; Finger force; Hand function; Muscle activity
Source: Web Of Science
Added: May 28, 2019

2019 article

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.

By: C. Dai*, Y. Cao* & X. Hu

Source: Web Of Science
Added: June 17, 2019

2019 journal article

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

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

By: J. Son*, X. Hu, N. Suresh* & W. Rymer*

author keywords: double stimulation; EPSP time course; reflex; spasticity; stroke
Source: Web Of Science
Added: August 12, 2019

2019 journal article

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

JOURNAL OF NEURAL ENGINEERING, 16(6).

By: Y. Zheng & X. Hu

author keywords: hand function; finger force estimation; isometric contraction; neural interface; motor unit firing
Source: Web Of Science
Added: January 6, 2020

2018 journal article

A Novel Finger Kinematic Tracking Method Based on Skin-Like Wearable Strain Sensors

IEEE SENSORS JOURNAL, 18(7), 3010–3015.

By: S. Yao, L. Vargas, X. Hu & Y. Zhu

author keywords: Wearable sensors; strain sensors; finger kinematic tracking; stroke; hand function impairment
Source: Web Of Science
Added: August 6, 2018

2018 journal article

Delayed fatigue in finger flexion forces through transcutaneous nerve stimulation

JOURNAL OF NEURAL ENGINEERING, 15(6).

By: H. Shin n, R. Chen & X. Hu

author keywords: muscle fatigue; neuromuscular electrical stimulation; nerve stimulation; hand function; muscle activation pattern
Source: Web Of Science
Added: October 16, 2018

2018 journal article

Estimation of Muscle Force Based on Neural Drive in a Hemispheric Stroke Survivor

FRONTIERS IN NEUROLOGY, 9.

By: C. Dai n, Y. Zheng n & X. Hu

author keywords: motor unit decomposition; high-density surface electromyogram; neural drive; stroke; neural control; muscle weakness
Source: Web Of Science
Added: August 6, 2018

2018 journal article

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

JOURNAL OF NEURAL ENGINEERING, 15(4).

By: H. Shin*, Z. Watkins*, H. Huang, Y. Zhu & X. Hu

author keywords: sensory feedback; electrical stimulation; peripheral nerve stimulation; haptic sensations
Sources: Web Of Science, ORCID
Added: August 6, 2018

2018 journal article

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

JOURNAL OF NEURAL ENGINEERING, 15(4).

By: Y. Zheng & X. Hu

author keywords: transcutaneous electrical nerve stimulation; electromyography; motor unit action potential; subthreshold stimulation; kilohertz-frequency
Source: Web Of Science
Added: August 6, 2018

2018 journal article

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

FRONTIERS IN NEUROLOGY, 9.

By: Y. Zheng, H. Shin n & X. Hu

author keywords: transcutaneous electrical nerve stimulation; electromyography; muscle fatigue; stroke; kilohertz-frequency
Source: Web Of Science
Added: December 17, 2018

2018 journal article

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

JOURNAL OF NEURAL ENGINEERING, 15(6).

By: Y. Zheng & X. Hu

author keywords: transcutaneous electrical nerve stimulation; finger function; electromyography; muscle fatigue; kilohertz frequency; functional electrical stimulation
Source: Web Of Science
Added: October 16, 2018

2018 journal article

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

JOURNAL OF NEURAL ENGINEERING, 15(1).

By: H. Shin*, N. Suresh*, W. Rymer* & X. Hu

author keywords: motor unit simulation; stroke; muscle weakness; fatigue
Source: Web Of Science
Added: August 6, 2018

2017 journal article

Altered Motor Unit Discharge Coherence in Paretic Muscles of Stroke Survivors

FRONTIERS IN NEUROLOGY, 8.

By: C. Dai n, N. Suresh*, A. Suresh*, W. Rymer* & X. Hu

author keywords: motor unit; coherence; stroke; synchronization; surface electromyogram
Source: Web Of Science
Added: August 6, 2018

2017 journal article

Exploration of Hand Grasp Patterns Elicitable Through Non-Invasive Proximal Nerve Stimulation

SCIENTIFIC REPORTS, 7.

By: H. Shin n, Z. Watkins n & X. Hu

Source: Web Of Science
Added: August 6, 2018

2017 journal article

Motor Unit Activity during Fatiguing Isometric Muscle Contraction in Hemispheric Stroke Survivors

FRONTIERS IN HUMAN NEUROSCIENCE, 11.

author keywords: motor unit; stroke; isometric fatigue; surface EMG decomposition; motor unit action potential; motor unit firing rate
Source: Web Of Science
Added: August 6, 2018

2017 journal article

Origins of Common Neural Inputs to Different Compartments of the Extensor Digitorum Communis Muscle

SCIENTIFIC REPORTS, 7.

By: C. Dai*, H. Shin n, B. Davis n & X. Hu

Source: Web Of Science
Added: August 6, 2018

2016 journal article

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.

By: L. McManus*, X. Hu, W. Rymer*, N. Suresh* & M. Lowery*

author keywords: motor unit coherence; isometric fatigue; intramuscular coherence; beta-band coherence; short-term synchronization
Source: Web Of Science
Added: August 6, 2018