IEEE Transactions on Neural Systems and Rehabilitation Engineering

Article	Citations
Variation Minimization Based Electrocardiogram Artifacts Removal for Local Field Potentials From Neurostimulator	978
Detection of Low Resilience Using Data-Driven Effective Connectivity Measures	162
3D Visual Discomfort Assessment With a Weakly Supervised Graph Convolution Neural Network Based on Inaccurately Labeled EEG	145
Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation	131
Corrections to “Effects of Targeted Assistance and Perturbations on the Relationship Between Pelvis Motion and Step Width in People With Chronic Stroke”	121
Enhancing SSVEP-BCI Performance Under Fatigue State Using Dynamic Stopping Strategy	120
3-D Evaluation of Abnormal Upper Extremity Joint Coupling Post-Stroke	120
Investigating Feedback-Informed Screen-Guided Training to Enhance Myoelectric Control and Predictability	115
Non-Intrusive Real Time Eye Tracking Using Facial Alignment for Assistive Technologies	112
Lower-Limb Non-Parametric Functional Muscle Network: Test-Retest Reliability Analysis	103
Intelligent Sitting Posture Classifier for Wheelchair Users	101
Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy	90
A Real-Time Non-Implantation Bi-Directional Brain–Computer Interface Solution Without Stimulation Artifacts	85
Behavioral Cloning of Physiotherapists in Adapting Robot Control Parameter	84
Visual Feedback Gain Modulates the Activation of Task-Related Networks and the Suppression of Non-Task Networks During Precise Grasping	82
Myo-Hand XP: User-Centered Co-Design, Clinical Implementation, and Commercial Translation of an Immersive Virtual Reality Intervention for Myoelectric Prosthesis Training	79
Biophysical Models With Adaptive Online Learning for Direct Neural Control of Prostheses	76
Test-Retest Reliability and Preliminary Reference Data for the Virtual Eggs Test in Healthy Adults	76
ERP and Pupillometry Synchronization Analysis on Rapid Serial Visual Presentation of Words, Numbers, Pictures	74
Neurophysiologically Meaningful Motor Imagery EEG Simulation With Applications to Data Augmentation	73
A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces	73
A Deep-Learning Based Real-Time Prediction of Seated Postural Limits and Its Application in Trunk Rehabilitation	73
Enhanced Brain Functional Interaction Following BCI-Guided Supernumerary Robotic Finger Training Based on Sixth-Finger Motor Imagery	71
Gait Adaptation to Asymmetric Foot-Ground Compliance Applied by Robotic Footwear	71
Simulation-Driven Exoskeleton Control: Predicting Soft Pneumatic Gel Muscle Actuator Assistance to Reduce Metabolic Cost at Different Walking Speeds	70

An Online Estimating Framework for Ankle Actively Exerted Torque Under Multi-DOF Coupled Dynamic Motions via sEMG	70
A Personalized Closed-Loop Brain Stimulation Protocol for Difficulty Falling Asleep	70
Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions	70
An Intelligent Rehabilitation Assessment Method for Stroke Patients Based on Lower Limb Exoskeleton Robot	69
A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction	67
Depression Identification Using EEG Signals via a Hybrid of LSTM and Spiking Neural Networks	67
KAleep-Net: A Kolmogorov-Arnold Flash Attention Network for Sleep Stage Classification Using Single-Channel EEG With Explainability	67
Turning Strategies While Walking on an Omnidirectional Treadmill With Virtual Reality	65
A Review of Intelligent Walking Support Robots: Aiding Sit-to-Stand Transition and Walking	64
Speech2EEG: Leveraging Pretrained Speech Model for EEG Signal Recognition	63
Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method	63
Development and Evaluation of Refreshable Braille Display and Active Touch-Reading System for Digital Reading of the Visually Impaired	63
A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints	61
Adaptive Adjustment of FES Profiles Using Norm-Optimal Iterative Learning Control for Foot Drop Correction	61
A Locomotion Mode Recognition Algorithm Using Adaptive Dynamic Movement Primitives	60
Neural Correlation Integrated Adaptive Point Process Filtering on Population Spike Trains	58
Motor Imagery and Action Observation Induced Electroencephalographic Activations to Guide Subject-Specific Training Paradigm: A Pilot Study	58
Muscle Synergy Analysis of Patients With Chronic Low Back Pain During Functional Tasks	57
Decoding Upper-Limb Movements via Inter-Muscle Displacement: From Synthetic to Clinical Data in a Myokinetic Interface	57
iFEMG-Based Muscle Function Assessment for Rehabilitation Monitoring After Knee Anterior Cruciate Ligament Repair Surgery	55
Improving Sit/Stand Loading Symmetry and Timing Through Unified Variable Impedance Control of a Powered Knee-Ankle Prosthesis	54
Application of Home-Based Wearable Technologies in Physical Rehabilitation for Stroke: A Scoping Review	54
Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography	53
Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series	53
Frequency-Dependent Microstate Characteristics for Mild Cognitive Impairment in Parkinson’s Disease	52
Development and Assessment of a New Multichannel Electrocutaneous Device for Non-Invasive Somatosensory Stimulation for Magnetic Resonance Applications	51
Novel Moving Steady-State Visual Evoked Potential Stimulus to Assess Afferent and Efferent Dysfunction in Multiple Sclerosis	51
A Screen-Based Multimodal Virtual Classroom Interface for Understanding Behavioral Sensory Responses in Autistic Adolescents: A Pilot Study	51
Effect of Feedback on Foot Strike Angle and Forward Propulsion in People With Stroke	49
MRI Compatible Lumbopelvic Movement Measurement System to Validate and Capture Task Performance During Neuroimaging	48
Severity-Controllable Pathological Text-to-Speech Synthesis for Clinical Applications	46
Willed Attentional Selection of Visual Features: An EEG Study	46
Motor-Related EEG Analysis Using a Pole Tracking Approach	46
Learning Frame-Level Classifiers for Video-Based Real-Time Assessment of Stroke Rehabilitation Exercises From Weakly Annotated Datasets	45
No Evidence of Phase-Amplitude Coupling in Auditory Steady-State Responses	45
Prefrontal Hierarchical Control of Corticomuscular Coherence in Stroke	44
An AI-Driven Multimodal Smart Home Platform for Continuous Monitoring and Assistance in Post-Stroke Motor Impairment	44
Binaural Beat Stimulation for Cognitive and Psychological Enhancement in Alzheimer’s Disease: A Pilot Study	43
Transformer-Based Context-Informed Incremental Learning With sDTW Alignment Unlocks Fast and Precise Regression-Based Myoelectric Control	43
The Multi-Frequency Decomposition Entropy Learning for Nonlinear fMRI Data Analysis	43
Digital Biomarker for Muscle Function Assessment Using Surface Electromyography With Electrical Stimulation and a Non-Invasive Wearable Device	43
Simultaneous Recognition of Finger Flexion, Angle, and Force Based on a Wearable High-Density Neuromuscular Interface for Real-Time Anthropomorphic Prosthetics Control	42
Effects of Sequential Dual-Target TMS on the Dynamic Characteristics of Brain Networks as Revealed by fNIRS	42
Throw and Catch: Analyzing the Synchronized Movements of Eyes and Joints in Children	42
Data Glove and Controller Utilized in a Ball-Catching Task With Virtual Reality Differentially Modulate Corticospinal Excitability During Combined Action Observation and Motor Imagery	42
Soft Exosuit Based on Fabric Muscle to Assist Shoulder Joint Movements in Patients With Neuromuscular Diseases	42
Unraveling Chronic Ankle Instability: A Data-Driven Clustering Approach to Redefine Subtypes and Improve Diagnosis	41
Design and Evaluation of User-Centered Extended Reality Myoelectric Prosthesis Training Tool	40
A Novel Sliding Mode Differentiator-Based Feature for EMG-Based Hand Gesture Characterization	40
Human Locomotion Implicit Modeling-Based Real-Time Gait Phase Estimation	39

Implementation and Tuning of Momentum-Based Controller for Standing Balance in a Lower-Limb Exoskeleton With Paraplegic User	39
Decoding Multi-Brain Motor Imagery From EEG Using Coupling Feature Extraction and Few-Shot Learning	39
The Effects of Immersion and Visuo-Tactile Stimulation on Motor Imagery in Stroke Patients are Related to the Sense of Ownership	38
DMA-HPCNet: Dual Multi-Level Attention Hybrid Pyramid Convolution Neural Network for Alzheimer’s Disease Classification	38
Lower-Limb Motor Assessment With Corticomuscular Coherence of Multiple Muscles During Ankle Dorsiflexion After Stroke	38
Adjustable Rigid-Soft Wearable Hand Robot With Magnetorheological Cable-Driven Mechanism for Grasping Assistance	38
Technology-Enhanced Dual-Task Testing for Alzheimer’s Disease and Related Dementias: A Review of Trends, Tools, and Emerging Directions	38
Changes in Spatiotemporal Variability of Muscular Response Under the Influence of Post-Stroke Spasticity	37
EEG-Based Brain Functional Network Analysis for Differential Identification of Dementia-Related Disorders and Their Onset	37
Design of a Portable Biofeedback System for Monitoring Femoral Load During Partial Weight-Bearing Walking	37
A Three-Dimensional Finger-Tapping Framework for Recognition of Patients With Mild Parkinson’s Disease	37
Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration	37
Compliant Magnetic Sensor Arrays Enable Real-Time Force Myogram Pattern Recognition for Dexterous Hand Control by Amputees	37
A Calibration-Free Hybrid Approach Combining SSVEP and EOG for Continuous Control	36
Long-Sequence Lower Limb Action Recognition via Action-Specific Attention and Logic Correction for Daily Rehabilitation	36
TASA: Temporal Attention With Spatial Autoencoder Network for Odor-Induced Emotion Classification Using EEG	36
Eliminating or Shortening the Calibration for a P300 Brain–Computer Interface Based on a Convolutional Neural Network and Big Electroencephalography Data: An Online Study	36
A Deep Quantum Convolutional Neural Network Based Facial Expression Recognition For Mental Health Analysis	36
Power Budget of a Skull Unit in a Fully-Implantable Brain-Computer Interface: Bio-Heat Model	36
Optimizing Stimulus Frequency Ranges for Building a High-Rate High Frequency SSVEP-BCI	36
High-Resolution Models of Human Cochlea for a Study of Neural Activation	36
An Adaptive Hybrid Brain–Computer Interface for Hand Function Rehabilitation of Stroke Patients	35
Differentiating Between Alzheimer’s Disease and Frontotemporal Dementia Based on the Resting-State Multilayer EEG Network	35
IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors	34
Automated Diagnosis of Major Depressive Disorder With Multi-Modal MRIs Based on Contrastive Learning: A Few-Shot Study	34
From Simulation to Reality: Predicting Torque With Fatigue Onset via Transfer Learning	34
The Feasibility of An Automatical Facial Evaluation System Providing Objective and Reliable Results for Facial Palsy	33
Ventral and Dorsal Stream EEG Channels: Key Features for EEG-Based Object Recognition and Identification	33
Table of Contents	33
The Neural Correlates and Behavioral Impact of Peripheral Noise Electrical Stimulation on Motor Learning	33
Deep Feature Learning From Electromyographic Signals for Gesture Recognition Systems	33
Validity and Impact of Methods for Collecting Training Data for Myoelectric Prosthetic Control Algorithms	33
Reinforcement Learning Identifies Age-Related Balance Strategy Shifts	33
Skeleton-Based Continuous Scale Parkinsonian Gait Score Estimation Using Omni-Dimensional Self-Attention Convolution Networks	33
Optical-Tattoo Sensing for Non-Contact Control of Bionic Limbs: A Conceptual Framework	33
Mixture of Experts for EEG-Based Seizure Subtype Classification	33
Acoustic Motor Cortex Stimulation Enhances the Descending Analgesic Pathway to Alleviate Chronic Pain in Mice	33
Advanced Assessment of Stroke in Retinal Fundus Imaging With Deep Multi-View Learning	32
Modulation of Arm Swing Frequency and Gait Using Rhythmic Tactile Feedback	32
Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke	32
Frontoparietal Dysconnection in Covert Bipedal Activity for Enhancing the Performance of the Motor Preparation-Based Brain–Computer Interface	32
Effects of Noise Electrical Stimulation on Proprioception, Force Control, and Corticomuscular Functional Connectivity	32
Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection	32
LSTM-MSA: A Novel Deep Learning Model With Dual-Stage Attention Mechanisms Forearm EMG-Based Hand Gesture Recognition	32
Effects of Multisession High-Definition Transcranial Direct Current Stimulation on Resting-State Brain Network Connectivity and Efficiency Under Running-Induced Fatigue	31
Transfer Learning With Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-Centre Data	31
Eliciting Force and Slippage in Upper Limb Amputees Through Transcutaneous Electrical Nerve Stimulation (TENS)	31
Quantification and Visualization of Interpersonal Synchrony Using Wearable Sensors: A Case Study on Autistic and Neurotypical Children	31
Biofeedback Speeds Adaptation to Exoskeleton Gait Assistance	31
MCI Detection From Odor-Evoked EEG Using a Multibranch Attention-Based Temporal–Spectral CNN	31
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	30
TraHGR: Transformer for Hand Gesture Recognition via Electromyography	30
Physics-Informed Learning Framework for Lower Limb Kinematic Prediction With Sparse Sensors and Its Application in Chronic Stroke	30
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition	30
Continuous Estimation of Hand Kinematics From Electromyographic Signals Based on Power-and Time-Efficient Transformer Deep Learning Network	30
What Can Facial Movements Reveal? Depression Recognition and Analysis Based on Optical Flow Using Bayesian Networks	30
Abnormal Static and Dynamic Local Functional Connectivity in First-Episode Schizophrenia: A Resting-State fMRI Study	30
Classifying Routine Clinical Electroencephalograms With Multivariate Iterative Filtering and Convolutional Neural Networks	30
Adapted Assistance and Resistance Training With a Knee Exoskeleton After Stroke	30
Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification	30
Simultaneous and Proportional Control of Wrist and Hand Movements Based on a Neural-Driven Musculoskeletal Model	30
Multimodal Emotion Recognition Based on EEG and EOG Signals Evoked by the Video-Odor Stimuli	29
Eye Tracking Reveals Physical Therapist Decision Making While Evaluating Standing Balance Performance	29
Benchmarking Neural Network Personalized Musculoskeletal Hand Models Against Current Personalization Standards Using Experimental Magnetic Resonance Imaging and Fine-Wire Electromyography	29
Theory-Driven EEG Indexes for Tracking Motor Recovery and Predicting the Effects of Hybridizing tDCS With Mirror Therapy in Stroke Patients	29
>IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors	29
Decoding Coordinated Directions of Bimanual Movements From EEG Signals	29
IEEE Transactions on Neural Systems and Rehabilitation	29
Reinforcement Learning-Driven Path Generation for Ankle Rehabilitation Robot Using Musculoskeletal-Informed Energy Optimization	28
Age-Related Differences in Bimanual Isometric Force Tracking	28
In Vivo Transcranial Acoustoelectric Brain Imaging of Different Deep Brain Stimulation Currents	28
Inter-Trial Consistency in Sensorimotor Cortex During Finger-Tapping Movements	28
Multi-Scale Coupling Between LFP and EMG in Mice by Low-Intensity Pulsed Ultrasound Stimulation With Different Number of Tone-Burst	28
Smart Ward Control Based on a Wearable Multimodal Brain–Computer Interface Mouse	28
Multi-Joint Leg Moment Estimation During Walking Using Thigh or Shank Angles	28
Personalized Alpha-Motoneuron Pool Models Driven by Neural Data Encode the Mechanisms Controlling Rate of Force Development	28
Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors	27
EEG-Channel-Temporal-Spectral-Attention Correlation for Motor Imagery EEG Classification	27
Rapid-IAF: Rapid Identification of Individual Alpha Frequency in EEG Data Using Sequential Bayesian Estimation	27
Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data	27

Enhancing EEG and sEMG Fusion Decoding Using a Multi-Scale Parallel Convolutional Network With Attention Mechanism	27
EEG-Based Motor BCIs for Upper Limb Movement: Current Techniques and Future Insights	27
Network Analysis of Magnetoencephalogram Signals in Schizophrenia Patients When Viewing Emotional Facial Stimuli	27
Low-Intensity Transcranial Ultrasound Stimulation Inhibits Epileptic Seizures in Motor Cortex by Modulating Hippocampus Neural Activity	27
Immediate Modulations of Cheek Acupuncture on Brain Oscillations and Connectivity in Individuals With Chronic Pain	27
Individual Prediction of Electric Field Induced by Deep-Brain Magnetic Stimulation With CNN-Transformer	27
Muscle Spindle Model-Based Non-Invasive Electrical Stimulation for Motion Perception Feedback in Prosthetic Hands	26
Offline Evaluation Matters: Investigation of the Influence of Offline Performance on Real-Time Operation of Electromyography-Based Neural-Machine Interfaces	26
Driving Cognitive Alertness Detecting Using Evoked Multimodal Physiological Signals Based on Uncertain Self-Supervised Learning	26
Center of Mass Estimation for Impaired Gait Assessment Using Inertial Measurement Units	26
Exploring Inter-Brain Electroencephalogram Patterns for Social Cognitive Assessment During Jigsaw Puzzle Solving	26
The Fundamental Property of Human Leg During Walking: Linearity and Nonlinearity	26
State-Dependent Neuromodulation Reveals Link Between Online and Offline Corticospinal Excitability	26
High-Density EMG Grip Force Estimation During Muscle Fatigue via Domain Adaptation	26
Dual-Encoder VAE-GAN With Spatiotemporal Features for Emotional EEG Data Augmentation	26
Optimizing Representations of Multiple Simultaneous Attributes for Gait Generation Using Deep Learning	26
Microneedle Array Electrodes Fabricated With 3D Printing Technology for High-Quality Electrophysiological Acquisition	26
CNN-Based Modeling Reveals Temporal Brain Dynamics of Auditory Intensity Processing	25
Analysis of Freezing of Gait in Parkinson’s Disease Detection Using a Multimodal Prototype Learning Framework	25
Ankle Exoskeleton Assistance Can Affect Step Regulation During Self-Paced Walking	25
A Novel Transformer-Based Approach for Simultaneous Recognition of Hand Movements and Force Levels in Amputees Using Flexible Ultrasound Transducers	25
Finite-State Impedance and Direct Myoelectric Control for Robotic Ankle Prostheses: Comparing Their Performance and Exploring Their Combination	25
Characterizing Autism Spectrum Disorder Through Fusion of Local Cortical Activation and Global Functional Connectivity Using Game-Based Stimuli and a Mobile EEG System	25
Cross-Task Mental Workload Recognition Based on EEG Tensor Representation and Transfer Learning	25
Detecting Activities of Daily Living in Egocentric Video to Contextualize Hand Use at Home in Outpatient Neurorehabilitation Settings	25
Dysarthric Speech Transformer: A Sequence-to-Sequence Dysarthric Speech Recognition System	25
An Efficient Framework for Personalizing EMG-Driven Musculoskeletal Models Based on Reinforcement Learning	25
Forearm Motion and Hand Grasp Prediction Based on Target Muscle Bioimpedance for Human–Machine Interaction	24
Cross Domain Correlation Maximization for Enhancing the Target Recognition of SSVEP-Based Brain–Computer Interfaces	24
Robust Long-Term Hand Grasp Recognition With Raw Electromyographic Signals Using Multidimensional Uncertainty-Aware Models	24
Navigation in Virtual Reality Floor Mazes: Added Cognitive Demand and Its Effects on Gait and Balance in Parkinson’s Disease	24
Interpretable Supervised Muscle Network Decomposition by Multifactorial ANOVA-ICA	24
Enhancement of Time-Frequency Energy for the Classification of Motor Imagery Electroencephalogram Based on an Improved FitzHugh–Nagumo Neuron System	24
Weighted Multi-Modal Contrastive Learning Based Hybrid Network for Alzheimer’s Disease Diagnosis	24
Efficacy of Transcranial Magnetic Stimulation in Post-Stroke Motor Recovery: Impact of Impairment Severity	24
Front Cover	24
Human Gait Entrainment to Soft Robotic Hip Perturbation During Simulated Overground Walking	24
Efficient Observer Design for Ambulatory Estimation of Body Centre of Mass Position	24
Managing Classroom Behavior in School-Aged Children With ADHD Using AI-Empowered Vest	24
Multi-Modal Deep Learning Diagnosis of Parkinson’s Disease—A Systematic Review	24
Assessment of Sensorized Insoles in Balance and Gait in Individuals With Parkinson’s Disease	24
Correlating Data-Driven Muscle Selection Approaches to Synergies for Gait Prediction	24
Adaptive Gait-Based Control for Assistive Robots Supporting Elderly on Inclined Surfaces	24
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-Based Gait Decoding	24
Identification of Standing Balance System Considering Center of Mass Control for Support Surface Sway	23
Vehicle-Embedded Vibrotactile Haptic Feedback for Improved Driving Safety in Power Wheelchairs	23
Adaptive Gait Assistance for Foot Drop Rehabilitation Based on Uncertainty Fusion of Contralateral Limb Information	23
Magnetorheological Damper With Variable Displacement Permanent Magnet for Assisting the Transfer of Load in Lower Limb Exoskeleton	23
Enhanced Online Continuous Brain-Control by Deep Learning-Based EEG Decoding	23
Iteratively Calibratable Network for Reliable EEG-Based Robotic Arm Control	23
Acquisition Delay of Wireless EEG Instruments in Time-Sensitive Applications	23
Neural Correlate and Movement Decoding of Simultaneous-and-Sequential Bimanual Movements Using EEG Signals	23
Monitoring Level of Hypnosis Using Stationary Wavelet Transform and Singular Value Decomposition Entropy With Feedforward Neural Network	23
A Time-Local Weighted Transformation Recognition Framework for Steady State Visual Evoked Potentials Based Brain–Computer Interfaces	23
Edge-Aided Radar-Based Exercise Form Classification Using Lightweight Ensemble Learning for Personalized Healthcare	23
How Does the Ankle Complex Respond to Cable-Driven Assistance Spanning the Talocrural and Subtalar Joints During Walking?	23
Semi-Autonomous Continuous Robotic Arm Control Using an Augmented Reality Brain-Computer Interface	23
Continuous Grasping Force Estimation With Surface EMG Based on Huxley-Type Musculoskeletal Model	22
An EEG-EMG-Based Hybrid Brain–Computer Interface for Decoding Tones in Silent and Audible Speech	22
A Conversational Brain–Artificial Intelligence Interface	22
Motor Imagery Classification for Asynchronous EEG-Based Brain–Computer Interfaces	22
mGNN-bw: Multi-Scale Graph Neural Network Based on Biased Random Walk Path Aggregation for ASD Diagnosis	22
Mordo2: A Personalization Framework for Silent Command Recognition	22
Early Detection of Alzheimer’s Disease From Cortical and Hippocampal Local Field Potentials Using an Ensembled Machine Learning Model	22
Ultrasound-Derived Stretch Reflex Threshold Estimation Using Tendon-to-Bone Distance During Tendon Tapping in Post-Stroke Spasticity	22
VSSI-GGD: A Variation Sparse EEG Source Imaging Approach Based on Generalized Gaussian Distribution	22
Stimulation-Induced Muscle Deformation Measured With A-Mode Ultrasound Correlates With Muscle Fatigue	22
Spatiotemporal Dynamics of Periodic and Aperiodic Brain Activity Under Peripheral Nerve Stimulation With Acupuncture	21
Enhancing Detection of Control State for High-Speed Asynchronous SSVEP-BCIs Using Frequency-Specific Framework	21
Identification of Optimal and Most Significant Event Related Brain Functional Network	21
Myoelectric Fatigue and Motor-Unit Firing Patterns During Sinusoidal Vibration Superimposed on Low-Intensity Isometric Contraction	21
The More, the Better? Evaluating the Role of EEG Preprocessing for Deep Learning Applications	21
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond	21
Effectiveness of Intelligent Control Strategies in Robot-Assisted Rehabilitation—A Systematic Review	21
Multi-Scale FC-Based Multi-Order GCN: A Novel Model for Predicting Individual Behavior From fMRI	21
Mapping Individual Motor Unit Activity to Continuous Three-DoF Wrist Torques: Perspectives for Myoelectric Control	21
Classification of Motor-Imagery Tasks Using a Large EEG Dataset by Fusing Classifiers Learning on Wavelet-Scattering Features	21
Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model	21
An Interpretable Deep Learning Optimized Wearable Daily Detection System for Parkinson’s Disease	21
Controlling Epileptic Seizures through Hippocampal Regulation: A Complex Network Analysis in the Mouse Brain	21
A Bionic Foot Controlled by a Synergy-Driven Neuromechanical Model Enables Walking at Various Speeds in Socket-Suspended and Bone-Anchored Prosthesis Users	20
EMG Probability Density Function: A New Way to Look at EMG Signal Filling From Single Motor Unit Potential to Full Interference Pattern	20
Muscle Synergy-Based Functional Electrical Stimulation Reduces Muscular Fatigue in Post-Stroke Patients: A Systematic Comparison	20
DAGAN-Based Gait Features Augmentation for Ankle Instability Detection	20
Topology-Learnable Static-Dynamic Graph Convolutional Network for Brain Disorder Detection With Functional MRI	20
Lower Back Muscle Fatigue Recognition Based on the Fusion-Information of Multi-Channel sEMG and NIRS Simultaneous Recordings	20
Synchronous Integrated Detection System for Animal Gait and Cortical Functional Network Connectivity	20
Fully Implantable Neurostimulation System for Long-Term Behavioral Animal Study	20
Study of Tactile Sensation Somatotopy and Homology Between Projected Fingers in Residual Limb and Natural Fingers in Intact Limb	20
Effects of a Powered Knee–Ankle Prosthesis on Intact Joint Biomechanics Across Sustained Activities of Daily Life: A Case Series	20
Automatic Feature Selection for Sensorimotor Rhythms Brain-Computer Interface Fusing Expert and Data-Driven Knowledge	20
Tongue-Yoga: Precision Visual Feedback Rehabilitation Improves Tongue Agility	20
The Sensitivity of Bipolar Electromyograms to Muscle Excitation Scales With the Inter-Electrode Distance	20
Watching Positive Videos Facilitates Mental Fatigue Recovery: A Task fMRI Study	20
Self-Organizing Recruitment of Compensatory Cortical Areas Post-Stroke Can Maximize Residual Motor Performance	20