Rehabilitative and neural aspects of biomedical engineering, including functional electrical stimulation, acoustic dynamics, human performance measurement and analysis, nerve stimulation, electromyography, motor control and stimulation; and hardware and software applications for rehabilitation engineering and assistive devices.
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2896659
Learning Spatial–Spectral–Temporal EEG Features With Recurrent 3D Convolutional Neural Networks for Cross-Task Mental Workload Assessment
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2018.2884641
Environmental Features Recognition for Lower Limb Prostheses Toward Predictive Walking
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2895221
Automatic A-Phase Detection of Cyclic Alternating Patterns in Sleep Using Dynamic Temporal Information
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2934828
A Brain–Robot Interaction System by Fusing Human and Machine Intelligence
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2897323
An Online Interactive Paradigm for P300 Brain–Computer Interface Speller
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2892967
A Dementia Classification Framework Using Frequency and Time-Frequency Features Based on EEG Signals
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2909100
Optimal Electric Stimulus Amplitude Improves the Selectivity Between Responses of ON Versus OFF Types of Retinal Ganglion Cells
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2939012
An Asynchronous Hybrid Spelling Approach Based on EEG–EOG Signals for Chinese Character Input
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2914916
Virtual Reality Provides an Effective Platform for Functional Evaluations of Closed-Loop Neuromyoelectric Control
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2908817
Automatically Evaluating Balance: A Machine Learning Approach
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2891000
Prediction of Freezing of Gait in Parkinson’s Disease Using Statistical Inference and Lower–Limb Acceleration Data
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2910165
Long-Term Functionality of Transversal Intraneural Electrodes is Improved by Dexamethasone Treatment
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2897256
EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2945794
An LDA-Based Approach for Real-Time Simultaneous Classification of Movements Using Surface Electromyography
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2018.2873839
EEG-Based Adaptive Driver-Vehicle Interface Using Variational Autoencoder and PI-TSVM
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2940046
Decoding Native Cortical Representations for Flexion and Extension at Upper Limb Joints Using Electrocorticography
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2891362
EEG Signals-Based Longitudinal Control System for a Brain-Controlled Vehicle
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2018.2889483
Estimating Multiscale Direct Causality Graphs in Neural Spike-Field Networks
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2908156
Cortico-Muscular Coherence Modulated by High-Definition Transcranial Direct Current Stimulation in People With Chronic Stroke
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2018.2890001
EEG Signal Processing in MI-BCI Applications With Improved Covariance Matrix Estimators
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2905894
Automatic Sleep Stage Classification Based on Subthalamic Local Field Potentials
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2018.2890272
A Paradigm to Enhance Motor Imagery Using Rubber Hand Illusion Induced by Visuo-Tactile Stimulus
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2895029
A Heuristic Approach to Overcome Architectural Barriers Using a Robotic Wheelchair
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2934387
Correlates of Residual Limb Pain: From Residual Limb Length and Usage to Metabolites and Activity in Secondary Somatosensory Cortex
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2018.2885146
Proportional Myoelectric Control of a Virtual Inverted Pendulum Using Residual Antagonistic Muscles: Toward Voluntary Postural Control
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2922102
A Robust Encoding Scheme for Delivering Artificial Sensory Information via Direct Brain Stimulation
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2936739
BCI Monitor Enhances Electroencephalographic and Cerebral Hemodynamic Activations During Motor Training
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2903685
Automated Fine Motor Evaluation for Developmental Coordination Disorder
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2911303
Asynchronous Control of ERP-Based BCI Spellers Using Steady-State Visual Evoked Potentials Elicited by Peripheral Stimuli
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2934645
Evaluation of Finger Force Control Ability in Terms of Multi-Finger Synergy
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2915816
Motor Control After Human SCI Through Activation of Muscle Synergies Under Spinal Cord Stimulation
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2914433
An Event-Driven AR-Process Model for EEG-Based BCIs With Rapid Trial Sequences
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2903840
The Body’s Compensatory Responses to Unpredictable Trip and Slip Perturbations Induced by a Programmable Split-Belt Treadmill
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2921710
Restricted, Repetitive, and Stereotypical Patterns of Behavior in Autism—an fMRI Perspective
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2912416
Superficial Shoulder Muscle Synergy Analysis in Facioscapulohumeral Dystrophy During Humeral Elevation Tasks
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2927765
Simulating Hemiparetic Gait in Healthy Subjects Using TPAD With a Closed-Loop Controller
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2907683
Combined Ankle/Knee Stretching and Pivoting Stepping Training for Children With Cerebral Palsy
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2934139
Exploration of Cervical Myelopathy Location From Somatosensory Evoked Potentials Using Random Forests Classification
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2945634
The SonicHand Protocol for Rehabilitation of Hand Motor Function: A Validation and Feasibility Study
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2905076
Self-Help Devices for Quadriplegic Population: A Systematic Literature Review
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2901399
Optimal Estimation of EMG Standard Deviation (EMG $\\sigma$ ) in Additive Measurement Noise: Model-Based Derivations and Their Implications
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2951081
Segmentation of Exercise Repetitions Enabling Real-Time Patient Analysis and Feedback Using a Single Exemplar
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2907483
Development and Evaluation of MOVit: An Exercise-Enabling Interface for Driving a Powered Wheelchair
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2932121
Designing and Implementing a Novel Transcranial Electrostimulation System for Neuroplastic Applications: A Preliminary Study
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2908674
Designing a Sum of Squared Correlations Framework for Enhancing SSVEP-Based BCIs
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2941349
Mobile Application for Adaptive Threshold Hunting in Transcranial Magnetic Stimulation
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2925904
Automatic Multichannel Intramuscular Electromyogram Decomposition: Progressive FastICA Peel-Off and Performance Validation
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2018.2882338
A Carbon Slurry Separated Interface Nerve Electrode for Electrical Block of Nerve Conduction
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2909165
Correction for “Evaluation of Finger Force Control Ability in Terms of Multi-Finger Synergy”
来源期刊：IEEE Transactions on Neural Systems and Rehabilitation EngineeringDOI：10.1109/TNSRE.2019.2932440
