IEEE Transactions on Neural Systems and Rehabilitation Engineering

Article	Citations
Intelligent Sitting Posture Classifier for Wheelchair Users	326
Lower-Limb Non-Parametric Functional Muscle Network: Test-Retest Reliability Analysis	164
A Locomotion Mode Recognition Algorithm Using Adaptive Dynamic Movement Primitives	101
Variation Minimization Based Electrocardiogram Artifacts Removal for Local Field Potentials From Neurostimulator	73
Development and Evaluation of Refreshable Braille Display and Active Touch-Reading System for Digital Reading of the Visually Impaired	65
Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy	64
Enhancing SSVEP-BCI Performance Under Fatigue State Using Dynamic Stopping Strategy	64
Visual Feedback Gain Modulates the Activation of Task-Related Networks and the Suppression of Non-Task Networks During Precise Grasping	63
The Influence of Training With Visual Biofeedback on the Predictability of Myoelectric Control Usability	62
A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces	60
Diagnosis of Mild Cognitive Impairment With Ordinal Pattern Kernel	60
Neurophysiologically Meaningful Motor Imagery EEG Simulation With Applications to Data Augmentation	58
Neural Correlation Integrated Adaptive Point Process Filtering on Population Spike Trains	57
Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation	56
A Deep-Learning Based Real-Time Prediction of Seated Postural Limits and Its Application in Trunk Rehabilitation	56
Detection of Stroke-Induced Visual Neglect and Target Response Prediction Using Augmented Reality and Electroencephalography	56
Soft, Lightweight Wearable Robots to Support the Upper Limb in Activities of Daily Living: A Feasibility Study on Chronic Stroke Patients	55
A Real-Time Non-Implantation Bi-Directional Brain–Computer Interface Solution Without Stimulation Artifacts	55
Joint-Channel-Connectivity-Based Feature Selection and Classification on fNIRS for Stress Detection in Decision-Making	55
ERP and Pupillometry Synchronization Analysis on Rapid Serial Visual Presentation of Words, Numbers, Pictures	53
Enhanced Brain Functional Interaction Following BCI-Guided Supernumerary Robotic Finger Training Based on Sixth-Finger Motor Imagery	52
An Online Estimating Framework for Ankle Actively Exerted Torque Under Multi-DOF Coupled Dynamic Motions via sEMG	51
Reliability Analysis for Finger Movement Recognition With Raw Electromyographic Signal by Evidential Convolutional Networks	50
A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints	46
Non-Intrusive Real Time Eye Tracking Using Facial Alignment for Assistive Technologies	45

Motor Imagery and Action Observation Induced Electroencephalographic Activations to Guide Subject-Specific Training Paradigm: A Pilot Study	45
Corrections to “Effects of Targeted Assistance and Perturbations on the Relationship Between Pelvis Motion and Step Width in People With Chronic Stroke”	45
Speech2EEG: Leveraging Pretrained Speech Model for EEG Signal Recognition	42
An Intelligent Rehabilitation Assessment Method for Stroke Patients Based on Lower Limb Exoskeleton Robot	42
Design and Experimental Evaluation of a Lower-Limb Exoskeleton for Assisting Workers With Motorized Tuning of Squat Heights	42
Application of Home-Based Wearable Technologies in Physical Rehabilitation for Stroke: A Scoping Review	41
Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method	41
A Review of Intelligent Walking Support Robots: Aiding Sit-to-Stand Transition and Walking	41
Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions	41
A Distributed Automatic Control Framework for Simultaneous Control of Torque and Cadence in Functional Electrical Stimulation Cycling	41
A Personalized Closed-Loop Brain Stimulation Protocol for Difficulty Falling Asleep	41
A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction	40
Depression Identification Using EEG Signals via a Hybrid of LSTM and Spiking Neural Networks	40
EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning	40
Improving Sit/Stand Loading Symmetry and Timing Through Unified Variable Impedance Control of a Powered Knee-Ankle Prosthesis	40
Quantitative EEG Changes in Youth With ASD Following Brief Mindfulness Meditation Exercise	40
Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series	40
3D Visual Discomfort Assessment With a Weakly Supervised Graph Convolution Neural Network Based on Inaccurately Labeled EEG	39
Implementation and Tuning of Momentum-Based Controller for Standing Balance in a Lower-Limb Exoskeleton With Paraplegic User	39
Design of a Portable Biofeedback System for Monitoring Femoral Load During Partial Weight-Bearing Walking	39
Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography	39
Effect of Feedback on Foot Strike Angle and Forward Propulsion in People With Stroke	39
Detection of Low Resilience Using Data-Driven Effective Connectivity Measures	39
DMA-HPCNet: Dual Multi-Level Attention Hybrid Pyramid Convolution Neural Network for Alzheimer’s Disease Classification	39
Decoding Multi-Brain Motor Imagery From EEG Using Coupling Feature Extraction and Few-Shot Learning	37
A Calibration-Free Hybrid Approach Combining SSVEP and EOG for Continuous Control	37
Adaptive Oscillator-Based Assistive Torque Control for Gait Asymmetry Correction With a nSEA-Driven Hip Exoskeleton	37
Task-Related Component Analysis Combining Paired Character Decoding for Miniature Asymmetric Visual Evoked Potentials	37
Lower-Limb Motor Assessment With Corticomuscular Coherence of Multiple Muscles During Ankle Dorsiflexion After Stroke	36
Automated Diagnosis of Major Depressive Disorder With Multi-Modal MRIs Based on Contrastive Learning: A Few-Shot Study	36
Throw and Catch: Analyzing the Synchronized Movements of Eyes and Joints in Children	35
Novel Moving Steady-State Visual Evoked Potential Stimulus to Assess Afferent and Efferent Dysfunction in Multiple Sclerosis	35
Digital Biomarker for Muscle Function Assessment Using Surface Electromyography With Electrical Stimulation and a Non-Invasive Wearable Device	34
Willed Attentional Selection of Visual Features: An EEG Study	34
TASA: Temporal Attention With Spatial Autoencoder Network for Odor-Induced Emotion Classification Using EEG	33
Motor-Related EEG Analysis Using a Pole Tracking Approach	33
Fusion of Human Gaze and Machine Vision for Predicting Intended Locomotion Mode	32
The Multi-Frequency Decomposition Entropy Learning for Nonlinear fMRI Data Analysis	32
Deep Reinforcement Learning for Control of Time-Varying Musculoskeletal Systems With High Fatigability: A Feasibility Study	32
Changes in Spatiotemporal Variability of Muscular Response Under the Influence of Post-Stroke Spasticity	32
Side-Aware Meta-Learning for Cross-Dataset Listener Diagnosis With Subjective Tinnitus	32
From Simulation to Reality: Predicting Torque With Fatigue Onset via Transfer Learning	32
An Adaptive Hybrid Brain–Computer Interface for Hand Function Rehabilitation of Stroke Patients	31
Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration	31
An Auxiliary Diagnostic System for Parkinson’s Disease Based on Wearable Sensors and Genetic Algorithm Optimized Random Forest	31
Deep Spatio-Temporal Attention-Based Recurrent Network From Dynamic Adaptive Functional Connectivity for MCI Identification	31
MRI Compatible Lumbopelvic Movement Measurement System to Validate and Capture Task Performance During Neuroimaging	31
Design and Validation of a Lightweight Hip Exoskeleton Driven by Series Elastic Actuator With Two-Motor Variable Speed Transmission	31
A Three-Dimensional Finger-Tapping Framework for Recognition of Patients With Mild Parkinson’s Disease	31
The Effects of Bilateral Phase-Dependent Closed-Loop Vibration Stimulation With Motor Imagery Paradigm	30

The Effects of Immersion and Visuo-Tactile Stimulation on Motor Imagery in Stroke Patients are Related to the Sense of Ownership	30
Differentiating Between Alzheimer’s Disease and Frontotemporal Dementia Based on the Resting-State Multilayer EEG Network	30
Development and Assessment of a New Multichannel Electrocutaneous Device for Non-Invasive Somatosensory Stimulation for Magnetic Resonance Applications	30
Frequency-Dependent Microstate Characteristics for Mild Cognitive Impairment in Parkinson’s Disease	29
Explainable Deep Learning Model for EMG-Based Finger Angle Estimation Using Attention	29
Power Budget of a Skull Unit in a Fully-Implantable Brain-Computer Interface: Bio-Heat Model	29
Eliminating or Shortening the Calibration for a P300 Brain–Computer Interface Based on a Convolutional Neural Network and Big Electroencephalography Data: An Online Study	28
EEG-Based Brain Functional Network Analysis for Differential Identification of Dementia-Related Disorders and Their Onset	28
A Deep Quantum Convolutional Neural Network Based Facial Expression Recognition For Mental Health Analysis	28
Optimizing Stimulus Frequency Ranges for Building a High-Rate High Frequency SSVEP-BCI	28
The Neural Correlates and Behavioral Impact of Peripheral Noise Electrical Stimulation on Motor Learning	27
Abnormal Static and Dynamic Local Functional Connectivity in First-Episode Schizophrenia: A Resting-State fMRI Study	27
IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors	27
Effects of Noise Electrical Stimulation on Proprioception, Force Control, and Corticomuscular Functional Connectivity	27
Characterization of Bimanual Cyclical Tasks From Single-Trial EEG-fNIRS Measurements	27
Theory-Driven EEG Indexes for Tracking Motor Recovery and Predicting the Effects of Hybridizing tDCS With Mirror Therapy in Stroke Patients	26
A Residual Movement Classification Based User Interface for Control of Assistive Devices by Persons With Complete Tetraplegia	26
Brain-Controlled, AR-Based Home Automation System Using SSVEP-Based Brain-Computer Interface and EOG-Based Eye Tracker: A Feasibility Study for the Elderly End User	26
Decoding Coordinated Directions of Bimanual Movements From EEG Signals	26
Mixture of Experts for EEG-Based Seizure Subtype Classification	26
TraHGR: Transformer for Hand Gesture Recognition via Electromyography	26
Continuous Estimation of Hand Kinematics From Electromyographic Signals Based on Power-and Time-Efficient Transformer Deep Learning Network	26
Adapted Assistance and Resistance Training With a Knee Exoskeleton After Stroke	26
Classifying Routine Clinical Electroencephalograms With Multivariate Iterative Filtering and Convolutional Neural Networks	25
Transfer Learning With Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-Centre Data	25
Reducing the Calibration Time in Somatosensory BCI by Using Tactile ERD	25
Ventral and Dorsal Stream EEG Channels: Key Features for EEG-Based Object Recognition and Identification	25
A Dynamic Wheelchair Armrest for Promoting Arm Exercise and Mobility After Stroke	25
Multidimensional Feature Optimization Based Eye Blink Detection Under Epileptiform Discharges	25
Table of Contents	25
Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection	25
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition	24
Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification	24
Simultaneous and Proportional Control of Wrist and Hand Movements Based on a Neural-Driven Musculoskeletal Model	24
The Feasibility of An Automatical Facial Evaluation System Providing Objective and Reliable Results for Facial Palsy	24
Modulation of Arm Swing Frequency and Gait Using Rhythmic Tactile Feedback	24
Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke	24
Acoustic Motor Cortex Stimulation Enhances the Descending Analgesic Pathway to Alleviate Chronic Pain in Mice	23
Learning Non-Euclidean Representations With SPD Manifold for Myoelectric Pattern Recognition	23
Significant Low-Dimensional Spectral-Temporal Features for Seizure Detection	23
LSTM-MSA: A Novel Deep Learning Model With Dual-Stage Attention Mechanisms Forearm EMG-Based Hand Gesture Recognition	23
Validity and Impact of Methods for Collecting Training Data for Myoelectric Prosthetic Control Algorithms	23
An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification	23
Domain Adaptation With Self-Guided Adaptive Sampling Strategy: Feature Alignment for Cross-User Myoelectric Pattern Recognition	23
Multimodal Emotion Recognition Based on EEG and EOG Signals Evoked by the Video-Odor Stimuli	23
What Can Facial Movements Reveal? Depression Recognition and Analysis Based on Optical Flow Using Bayesian Networks	23
Eliciting Force and Slippage in Upper Limb Amputees Through Transcutaneous Electrical Nerve Stimulation (TENS)	23
Functional Assessment of 3D-Printed Multifunction Assistive Hand Device for Chronic Stroke Patients	22
Trans-Spinal Focused Ultrasound Stimulation Selectively Modulates Descending Motor Pathway	22
Frontoparietal Dysconnection in Covert Bipedal Activity for Enhancing the Performance of the Motor Preparation-Based Brain–Computer Interface	22
Effects of Multisession High-Definition Transcranial Direct Current Stimulation on Resting-State Brain Network Connectivity and Efficiency under Running-Induced Fatigue	22
Network Analysis of Magnetoencephalogram Signals in Schizophrenia Patients When Viewing Emotional Facial Stimuli	21
Driving Cognitive Alertness Detecting Using Evoked Multimodal Physiological Signals Based on Uncertain Self-Supervised Learning	21
Ankle Exoskeleton Assistance Can Affect Step Regulation During Self-Paced Walking	21
Development and Clinical Validation of a Rehabilitation Platform for Hip Fracture in Elderly Population	21
Finite-State Impedance and Direct Myoelectric Control for Robotic Ankle Prostheses: Comparing Their Performance and Exploring Their Combination	21
Low-Intensity Transcranial Ultrasound Stimulation Inhibits Epileptic Seizures in Motor Cortex by Modulating Hippocampus Neural Activity	21
An Efficient Framework for Personalizing EMG-Driven Musculoskeletal Models Based on Reinforcement Learning	21
Offline Evaluation Matters: Investigation of the Influence of Offline Performance on Real-Time Operation of Electromyography-Based Neural-Machine Interfaces	21
Personalized Alpha-Motoneuron Pool Models Driven by Neural Data Encode the Mechanisms Controlling Rate of Force Development	21
Communities and Cliques in Functional Brain Network Using Multiscale Consensus Approach	20
Characterizing Autism Spectrum Disorder Through Fusion of Local Cortical Activation and Global Functional Connectivity Using Game-Based Stimuli and a Mobile EEG System	20
Weighted Multi-Modal Contrastive Learning Based Hybrid Network for Alzheimer’s Disease Diagnosis	20
Corrections to “Predicting the Quality of Spatial Learning via Virtual Global Landmarks”	20
Assessment of Sensorized Insoles in Balance and Gait in Individuals With Parkinson’s Disease	20
Can Wearable Devices and Machine Learning Techniques Be Used for Recognizing and Segmenting Modified Physical Performance Test Items?	20
Electromagnetic Source Imaging via Bayesian Modeling With Smoothness in Spatial and Temporal Domains	20
In Vivo Transcranial Acoustoelectric Brain Imaging of Different Deep Brain Stimulation Currents	20
Efficacy of Transcranial Magnetic Stimulation in Post-Stroke Motor Recovery: Impact of Impairment Severity	20
Exploring Inter-Brain Electroencephalogram Patterns for Social Cognitive Assessment During Jigsaw Puzzle Solving	20
Enhancing EEG and sEMG Fusion Decoding Using a Multi-Scale Parallel Convolutional Network With Attention Mechanism	20
Muscle Spindle Model-Based Non-Invasive Electrical Stimulation for Motion Perception Feedback in Prosthetic Hands	20
High-Density EMG Grip Force Estimation During Muscle Fatigue via Domain Adaptation	20
Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors	20
Coordinating Clearance and Postural Reorientation When Avoiding Physical and Virtual Pedestrians	20
>IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors	20
Center of Mass Estimation for Impaired Gait Assessment Using Inertial Measurement Units	20
How Fast Is Too Fast? Boundaries to the Perception of Electrical Stimulation of Peripheral Nerves	20
Constructing Time-Varying Directed EEG Network by Multivariate Nonparametric Dynamical Granger Causality	20
Multi-Scale Coupling Between LFP and EMG in Mice by Low-Intensity Pulsed Ultrasound Stimulation With Different Number of Tone-Burst	19

Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble	19
Reinforcement Learning-Driven Path Generation for Ankle Rehabilitation Robot Using Musculoskeletal-Informed Energy Optimization	19
Dysarthric Speech Transformer: A Sequence-to-Sequence Dysarthric Speech Recognition System	19
Cross Domain Correlation Maximization for Enhancing the Target Recognition of SSVEP-Based Brain–Computer Interfaces	19
Individual Prediction of Electric Field Induced by Deep-Brain Magnetic Stimulation With CNN-Transformer	19
Robust Long-Term Hand Grasp Recognition With Raw Electromyographic Signals Using Multidimensional Uncertainty-Aware Models	19
Microneedle Array Electrodes Fabricated With 3D Printing Technology for High-Quality Electrophysiological Acquisition	19
EEG-Based Motor BCIs for Upper Limb Movement: Current Techniques and Future Insights	19
The Fundamental Property of Human Leg During Walking: Linearity and Nonlinearity	19
Cross-Task Mental Workload Recognition Based on EEG Tensor Representation and Transfer Learning	19
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants	19
Detecting Activities of Daily Living in Egocentric Video to Contextualize Hand Use at Home in Outpatient Neurorehabilitation Settings	19
Multi-Joint Leg Moment Estimation During Walking Using Thigh or Shank Angles	19
Multi-Modal Deep Learning Diagnosis of Parkinson’s Disease—A Systematic Review	18
Optimizing Representations of Multiple Simultaneous Attributes for Gait Generation Using Deep Learning	18
Multi-Scale FC-Based Multi-Order GCN: A Novel Model for Predicting Individual Behavior From fMRI	18
Design and Validation of a Wireless Body Sensor Network for Integrated EEG and HD-sEMG Acquisitions	18
Dual-Encoder VAE-GAN With Spatiotemporal Features for Emotional EEG Data Augmentation	18
A Novel Transformer-Based Approach for Simultaneous Recognition of Hand Movements and Force Levels in Amputees Using Flexible Ultrasound Transducers	18
A Time-Local Weighted Transformation Recognition Framework for Steady State Visual Evoked Potentials Based Brain–Computer Interfaces	18
Early Detection of Alzheimer’s Disease From Cortical and Hippocampal Local Field Potentials Using an Ensembled Machine Learning Model	18
Rapid-IAF: Rapid Identification of Individual Alpha Frequency in EEG Data Using Sequential Bayesian Estimation	18
EEG-Channel-Temporal-Spectral-Attention Correlation for Motor Imagery EEG Classification	18
Identification of Optimal and Most Significant Event Related Brain Functional Network	18
Age-Dependent Upper Limb Myoelectric Control Capability in Typically Developing Children	17
Stimulation-Induced Muscle Deformation Measured With A-Mode Ultrasound Correlates With Muscle Fatigue	17
Efficient Observer Design for Ambulatory Estimation of Body Centre of Mass Position	17
Monitoring Level of Hypnosis Using Stationary Wavelet Transform and Singular Value Decomposition Entropy With Feedforward Neural Network	17
Forearm Motion and Hand Grasp Prediction Based on Target Muscle Bioimpedance for Human–Machine Interaction	17
Semi-Autonomous Continuous Robotic Arm Control Using an Augmented Reality Brain-Computer Interface	17
Iteratively Calibratable Network for Reliable EEG-Based Robotic Arm Control	17
Development and Clinical Validation of a Finite Element Method Model Mapping Focal Intracranial Cooling	17
Continuous Grasping Force Estimation With Surface EMG Based on Huxley-Type Musculoskeletal Model	17
Correlating Data-Driven Muscle Selection Approaches to Synergies for Gait Prediction	17
Unsupervised Sim-to-Real Adaptation for Environmental Recognition in Assistive Walking	17
Toward Assessment of Sound Localization in Disorders of Consciousness Using a Hybrid Audiovisual Brain–Computer Interface	17
Front Cover	17
mGNN-bw: Multi-Scale Graph Neural Network Based on Biased Random Walk Path Aggregation for ASD Diagnosis	17
Mordo2: A Personalization Framework for Silent Command Recognition	17
An Interpretable Deep Learning Optimized Wearable Daily Detection System for Parkinson’s Disease	16
Improving Automatic Control of Upper-Limb Prosthesis Wrists Using Gaze-Centered Eye Tracking and Deep Learning	16
Enhancing Detection of Control State for High-Speed Asynchronous SSVEP-BCIs Using Frequency-Specific Framework	16
Motor Imagery Classification for Asynchronous EEG-Based Brain–Computer Interfaces	16
Neural Correlate and Movement Decoding of Simultaneous-and-Sequential Bimanual Movements Using EEG Signals	16
The More, the Better? Evaluating the Role of EEG Preprocessing for Deep Learning Applications	16
Identification of Hip and Knee Joint Impedance During the Swing Phase of Walking	16
EEG Peak Detection in Cognitive Conflict Processing Using Summit Navigator and Clustering-Based Ranking	16
Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model	16
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond	16
Magnetorheological Damper With Variable Displacement Permanent Magnet for Assisting the Transfer of Load in Lower Limb Exoskeleton	16
Enhancement of Time-Frequency Energy for the Classification of Motor Imagery Electroencephalogram Based on an Improved FitzHugh–Nagumo Neuron System	16
Human Gait Entrainment to Soft Robotic Hip Perturbation During Simulated Overground Walking	16
Mapping Individual Motor Unit Activity to Continuous Three-DoF Wrist Torques: Perspectives for Myoelectric Control	16
Effectiveness of Intelligent Control Strategies in Robot-Assisted Rehabilitation—A Systematic Review	16
Spatiotemporal Dynamics of Periodic and Aperiodic Brain Activity Under Peripheral Nerve Stimulation With Acupuncture	16
VSSI-GGD: A Variation Sparse EEG Source Imaging Approach Based on Generalized Gaussian Distribution	16
Multi-Stage Audio-Visual Fusion for Dysarthric Speech Recognition With Pre-Trained Models	15
Assessment of TENS-Evoked Tactile Sensations for Transradial Amputees via EEG Investigation	15
The Sensitivity of Bipolar Electromyograms to Muscle Excitation Scales With the Inter-Electrode Distance	15
Classification of Motor-Imagery Tasks Using a Large EEG Dataset by Fusing Classifiers Learning on Wavelet-Scattering Features	15
Myoelectric Fatigue and Motor-Unit Firing Patterns During Sinusoidal Vibration Superimposed on Low-Intensity Isometric Contraction	15
Neuromuscular Mechanisms of Motor Adaptation to Repeated Treadmill-Slip Perturbations During Stance in Healthy Young Adults	15
A Developed LSTM-Ladder-Network-Based Model for Sleep Stage Classification	15
XCF-LSTMSATNet: A Classification Approach for EEG Signals Evoked by Dynamic Random Dot Stereograms	15
Numerical Analysis of Transcranial Magnetic Stimulation Application in Patients With Orofacial Pain	15
Estimation of Gait Parameters in Huntington’s Disease Using Wearable Sensors in the Clinic and Free-living Conditions	15
Fully Implantable Neurostimulation System for Long-Term Behavioral Animal Study	15
Neuro-Musculoskeletal Modeling for Online Estimation of Continuous Wrist Movements from Motor Unit Activities	15
Latent Space Coding Capsule Network for Mental Workload Classification	15
Automated Stress Recognition Using Supervised Learning Classifiers by Interactive Virtual Reality Scenes	15
A Cascade xDAWN EEGNet Structure for Unified Visual-Evoked Related Potential Detection	15
Friction-Induced Pain: From Skin Surface to Brain Activation	15
Automatic Feature Selection for Sensorimotor Rhythms Brain-Computer Interface Fusing Expert and Data-Driven Knowledge	15
Study of Tactile Sensation Somatotopy and Homology Between Projected Fingers in Residual Limb and Natural Fingers in Intact Limb	15
Front-End Replication Dynamic Window (FRDW) for Online Motor Imagery Classification	15
Cross-Subject Motor Imagery Decoding by Transfer Learning of Tactile ERD	15
The Effect of Face Masks on Physiological Data and the Classification of Rehabilitation Walking	15
Novice Users’ Brain Activity and Biomechanics Change After Practicing Walking With an Ankle Exoskeleton	15
Classification of Action Potentials With High Variability Using Convolutional Neural Network for Motor Unit Tracking	15
IEEE Transactions on Neural Systems and Rehabilitation Engineering publication information	15
SSVEP-DAN: Cross-Domain Data Alignment for SSVEP-Based Brain–Computer Interfaces	14
Understanding EMG PDF Changes With Motor Unit Potential Amplitudes, Firing Rates, and Noise Level Through EMG Filling Curve Analysis	14
Merging Clinical and EEG Biomarkers in an Elastic-Net Regression for Disorder of Consciousness Prognosis Prediction	14
Enhanced Functionality Using a Powered Upper Extremity Exoskeleton in Patients With Brachial Plexus Injuries	14
Gait Intention Prediction Using a Lower-Limb Musculoskeletal Model and Long Short-Term Memory Neural Networks	14
Dynamic Reorganization of Functional Connectivity During Post-Break Task Reengagement	14
Effect of Subcutaneous Muscle Displacement of Flexor Carpi Radialis on Surface Electromyography	14
Ankle-Foot-Orthosis “Hermes” Compensates Pathological Ankle Stiffness of Chronic Stroke—A Proof of Concept	14
Characterization of Motor Unit Firing and Twitch Properties for Decoding Musculoskeletal Force in the Human Ankle Joint In Vivo	14
Identification of Neural and Non-Neural Origins of Joint Hyper-Resistance Based on a Novel Neuromechanical Model	14
Muscle Synergy-Based Functional Electrical Stimulation Reduces Muscular Fatigue in Post-Stroke Patients: A Systematic Comparison	14
Evaluation of Neural, Systemic and Extracerebral Activations During Active Walking Tasks in Older Adults Using fNIRS	14
BlazePose-Seq2Seq: Leveraging Regular RGB Cameras for Robust Gait Assessment	14
Design and Test of an Intraoral Electrode Grid for Tongue High-Density Electromyography	14
Localizing EEG Recordings Associated With a Balance Threat During Unexpected Postural Translations in Young and Elderly Adults	14