Xiaogang Hu
Works (48)
Updated: September 5th, 2023 07:08
2023 journal article
A simplified model for whole-body angular momentum calculation
MEDICAL ENGINEERING & PHYSICS, 111.
author keywords: Angular momentum; Gait stability; Wearable system; Rigid body model
MeSH headings : Humans; Biomechanical Phenomena; Gait; Lower Extremity; Amputation, Surgical; Motion
Sources: Web Of Science, ORCID
Added: February 27, 2023
2023 journal article
Concurrent and Continuous Prediction of Finger Kinetics and Kinematics via Motoneuron Activities
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 70(6), 1911–1920.
author keywords: Neural decoding; hand function; isometric force; dynamic movement
MeSH headings : Kinetics; Biomechanical Phenomena; Fingers / physiology; Hand; Electromyography / methods; Motor Neurons / physiology; Movement; Muscle, Skeletal / physiology
Source: Web Of Science
Added: July 31, 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.
author keywords: Electromyography; Real-time systems; Decoding; Task analysis; Artificial neural networks; Wrist; Measurement; machine learning; neural-machine interface; offline analysis; real-time performance
ieeexplore.ieee.org (publisher PDF)
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.
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.
author keywords: Neural networks; Hand function; Neural decoding; Motor unit; Finger force
MeSH headings : Electromyography / methods; Fingers / physiology; Humans; Motor Neurons / physiology; Muscle, Skeletal; Neural Networks, Computer
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.
author keywords: Electromyography; Force; Fingers; Firing; Muscles; Electrodes; Decoding; Biosignal processing; Finger force estimation; Forearm posture; Motor unit decomposition; Neural decoding
MeSH headings : Electromyography / methods; Fingers; Forearm; Humans; Isometric Contraction; Muscle, Skeletal; Posture; Upper Extremity
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.
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.
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
MeSH headings : Amputees; Artificial Limbs; Biomechanical Phenomena; Gait; Humans; Prosthesis Design; Robotic Surgical Procedures; Robotics; Walking
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.
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.
author keywords: Muscles; Electrodes; Ultrasonic imaging; Iron; Kinematics; Fingers; Electronics packaging; Functional Electrical Stimulation; Nerve Stimulation; Muscle Activation; Ultrasound Image Deformation
MeSH headings : Biomechanical Phenomena; Electromyography; Fingers; Humans; Muscle Contraction; Muscle, Skeletal; Transcutaneous Electric Nerve Stimulation
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.
author keywords: Transverse ultrasound imaging; Muscle contraction; Muscle function; Finger muscle; Deformation estimation
MeSH headings : Algorithms; Electromyography; Feasibility Studies; Finger Joint / diagnostic imaging; Finger Joint / physiology; Humans; Male; Muscle Contraction; Muscle, Skeletal / diagnostic imaging; Muscle, Skeletal / physiology; Ultrasonography
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).
author keywords: prosthetic control; bidirectional neural-machine interface; vibratory stimulation; velocity control; position control
MeSH headings : Arm / physiology; Artificial Limbs; Feedback, Sensory / physiology; Hand / physiology; Humans; Proprioception / physiology
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.
MeSH headings : Electromyography; Lower Extremity; Muscle, Skeletal
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).
author keywords: Neurosignal processing; finger force prediction; hand function; motor unit; neural interface
MeSH headings : Electromyography; Fingers; Humans; Motor Neurons / physiology; Muscle, Skeletal
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.
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).
author keywords: robotic lower limb protheses; neural-machine interface; EMG; gait and balance; human motor control
MeSH headings : Amputees; Artificial Limbs; Electromyography; Humans; Locomotion; Muscle, Skeletal; Robotic Surgical Procedures
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.
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).
author keywords: somatosensory feedback; proprioception; vibrotactile stimulation; arm function; sensory substitution
MeSH headings : Feedback, Sensory; Forearm; Goals; Humans; Movement; Proprioception
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.
MeSH headings : Gestures; Hand; Motion; Quality of Life; Virtual Reality
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.
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).
author keywords: transcutaneous electrical stimulation; spinal cord stimulation; upper extremity kinematics; arm function; hand function
MeSH headings : Hand; Humans; Muscle, Skeletal; Range of Motion, Articular; Spinal Cord; Spinal Cord Stimulation; Upper Extremity
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.
author keywords: Biosignal processing; joint angle prediction; motor unit; finger movement; motor unit decomposition
MeSH headings : Adult; Algorithms; Biomechanical Phenomena / physiology; Electromyography / methods; Female; Finger Joint / physiology; Humans; Male; Motor Neurons / physiology; Signal Processing, Computer-Assisted; Young Adult
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).
author keywords: transcutaneous electrical stimulation; spinal cord; hand function; arm function; muscle activation
MeSH headings : Adult; Arm / innervation; Arm / physiology; Cervical Cord / physiology; Electromyography / methods; Humans; Male; Muscle Contraction / physiology; Muscle, Skeletal / innervation; Muscle, Skeletal / physiology; Transcutaneous Electric Nerve Stimulation / methods; Young Adult
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.
author keywords: Shape recognition; surface topology; tactile sensation; transcutaneous nerve stimulation
MeSH headings : Adult; Feedback, Sensory / physiology; Female; Fingers / physiology; Humans; Male; Median Nerve / physiology; Recognition, Psychology / physiology; Touch / physiology; Touch Perception / physiology; Transcutaneous Electric Nerve Stimulation; Ulnar Nerve / physiology; Young Adult
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.
author keywords: Transcutaneous electrical nerve stimulation; radial nerve stimulation; hand function; hand opening; wrist extension
MeSH headings : Adult; Biomechanical Phenomena; Elbow; Electromyography; Female; Fingers / physiology; H-Reflex / physiology; Hand; Healthy Volunteers; Humans; Male; Motor Neurons / physiology; Muscle Fatigue; Muscle Fibers, Skeletal / physiology; Radial Nerve / physiology; Transcutaneous Electric Nerve Stimulation / methods; Wrist / physiology; Young Adult
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
MeSH headings : Adult; Amputees; Arm / innervation; Artificial Limbs; Female; Humans; Male; Sensory Thresholds / physiology; Transcutaneous Electric Nerve Stimulation
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).
author keywords: Finger flexion; high-density EMG; forearm flexor muscles; flexor digitorum superficialis; muscle compartment; pattern recognition; flexor activation
MeSH headings : Adult; Electromyography / methods; Fingers / physiology; Forearm / physiology; Humans; Muscle, Skeletal / physiology; Pattern Recognition, Automated; Signal Processing, Computer-Assisted
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.
author keywords: Biosignal processing; Independent component analysis; Upper extremity muscles
MeSH headings : Algorithms; Electromyography; Female; Humans; Male; Muscle, Skeletal / physiopathology; Signal Processing, Computer-Assisted; Upper Extremity
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.
author keywords: Biosignal processing; Electromyogram; Source separation; Independent component analysis; RobustICA; Simulation
MeSH headings : Algorithms; Electromyography; Humans; Muscle Contraction / physiology; Muscle, Skeletal / physiology; Pattern Recognition, Automated; Signal Processing, Computer-Assisted
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.
author keywords: Biosignal processing; independent component analysis; motion artifacts; noise reduction; power line noise
MeSH headings : Adult; Algorithms; Artifacts; Electromyography / methods; Electromyography / statistics & numerical data; Female; Fingers / innervation; Fingers / physiology; Hand / innervation; Hand / physiology; Humans; Male; Motor Neurons / physiology; Muscle Fibers, Skeletal / physiology; Muscle, Skeletal / physiology; Principal Component Analysis; Signal Processing, Computer-Assisted; Signal-To-Noise Ratio; Young Adult
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.
author keywords: EMG signal processing; Motor unit decomposition; Finger force; Hand function; Muscle activity
MeSH headings : Adult; Computer Simulation; Electromyography; Female; Fingers / innervation; Fingers / physiology; Humans; Male; Models, Neurological; Motor Neurons / physiology; Young Adult
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.
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.
author keywords: double stimulation; EPSP time course; reflex; spasticity; stroke
MeSH headings : Adult; Aged; Excitatory Postsynaptic Potentials; Female; H-Reflex; Humans; Male; Middle Aged; Motor Neurons / physiology; Reaction Time; Stroke / physiopathology
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).
author keywords: hand function; finger force estimation; isometric contraction; neural interface; motor unit firing
MeSH headings : Adult; Computer Systems; Electromyography / instrumentation; Electromyography / methods; Female; Fingers / physiology; Humans; Isometric Contraction / physiology; Male; Motor Neurons / physiology; Recruitment, Neurophysiological / physiology; Young Adult
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.
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).
author keywords: muscle fatigue; neuromuscular electrical stimulation; nerve stimulation; hand function; muscle activation pattern
MeSH headings : Adult; Algorithms; Electrodes; Electromyography; Fatigue / prevention & control; Female; Fingers / physiology; Healthy Volunteers; Humans; Male; Muscle Contraction / physiology; Muscle Fatigue; Muscle Fibers, Skeletal / physiology; Muscle, Skeletal / physiology; Transcutaneous Electric Nerve Stimulation / methods; Young Adult
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.
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).
author keywords: sensory feedback; electrical stimulation; peripheral nerve stimulation; haptic sensations
MeSH headings : Adult; Amputees / rehabilitation; Female; Hand / innervation; Hand / physiology; Humans; Male; Touch Perception / physiology; Transcutaneous Electric Nerve Stimulation / methods; Young Adult
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).
author keywords: transcutaneous electrical nerve stimulation; electromyography; motor unit action potential; subthreshold stimulation; kilohertz-frequency
MeSH headings : Action Potentials / physiology; Adult; Electromyography / methods; Female; Humans; Male; Median Nerve / physiology; Muscle Contraction / physiology; Muscle, Skeletal / innervation; Muscle, Skeletal / physiology; Transcutaneous Electric Nerve Stimulation / methods; Ulnar Nerve / physiology; Young Adult
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.
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).
author keywords: transcutaneous electrical nerve stimulation; finger function; electromyography; muscle fatigue; kilohertz frequency; functional electrical stimulation
MeSH headings : Adult; Electric Stimulation / methods; Electromyography; Female; Fingers / physiology; Healthy Volunteers; Humans; Male; Median Nerve / physiology; Motor Neurons / physiology; Muscle Fatigue / physiology; Muscle Fibers, Skeletal / physiology; Peripheral Nerves / physiology; Transcutaneous Electric Nerve Stimulation; Ulnar Nerve / physiology; Young Adult
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).
author keywords: motor unit simulation; stroke; muscle weakness; fatigue
MeSH headings : Computer Simulation; Humans; Muscle Weakness / diagnosis; Muscle Weakness / etiology; Muscle Weakness / physiopathology; Recruitment, Neurophysiological / physiology; Sensory Thresholds / physiology; Stroke / complications; Stroke / diagnosis; Stroke / physiopathology
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.
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.
MeSH headings : Adult; Electric Stimulation; Female; Fingers / physiology; Hand / physiology; Hand Strength / physiology; Humans; Male; Muscle, Skeletal / physiology; Range of Motion, Articular / physiology; Young Adult
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.
MeSH headings : Adult; Central Nervous System / physiology; Electromyography; Female; Fingers / innervation; Humans; Male; Muscle, Skeletal / innervation; Young Adult
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.
author keywords: motor unit coherence; isometric fatigue; intramuscular coherence; beta-band coherence; short-term synchronization
MeSH headings : Electromyography; Female; Fingers / physiology; Humans; Isometric Contraction / physiology; Male; Models, Neurological; Muscle Fatigue / physiology; Muscle, Skeletal / physiology; Periodicity; Volition; Wavelet Analysis
Source: Web Of Science
Added: August 6, 2018
