IEEE Transactions on Neural Systems and Rehabilitation Engineering

Article	Citations
The Influence of Training With Visual Biofeedback on the Predictability of Myoelectric Control Usability	496
Lower-Limb Non-Parametric Functional Muscle Network: Test-Retest Reliability Analysis	214
Variation Minimization Based Electrocardiogram Artifacts Removal for Local Field Potentials From Neurostimulator	124
A Deep-Learning Based Real-Time Prediction of Seated Postural Limits and Its Application in Trunk Rehabilitation	90
Non-Intrusive Real Time Eye Tracking Using Facial Alignment for Assistive Technologies	88
Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method	87
Improving Sit/Stand Loading Symmetry and Timing Through Unified Variable Impedance Control of a Powered Knee-Ankle Prosthesis	84
Biophysical Models With Adaptive Online Learning for Direct Neural Control of Prostheses	82
A Distributed Automatic Control Framework for Simultaneous Control of Torque and Cadence in Functional Electrical Stimulation Cycling	80
KAleep-Net: A Kolmogorov-Arnold Flash Attention Network for Sleep Stage Classification Using Single-Channel EEG With Explainability	77
Neurophysiologically Meaningful Motor Imagery EEG Simulation With Applications to Data Augmentation	76
A Locomotion Mode Recognition Algorithm Using Adaptive Dynamic Movement Primitives	76
ERP and Pupillometry Synchronization Analysis on Rapid Serial Visual Presentation of Words, Numbers, Pictures	75
Reliability Analysis for Finger Movement Recognition With Raw Electromyographic Signal by Evidential Convolutional Networks	74
Enhancing SSVEP-BCI Performance Under Fatigue State Using Dynamic Stopping Strategy	72
A Review of Intelligent Walking Support Robots: Aiding Sit-to-Stand Transition and Walking	70
Application of Home-Based Wearable Technologies in Physical Rehabilitation for Stroke: A Scoping Review	70
A Real-Time Non-Implantation Bi-Directional Brain–Computer Interface Solution Without Stimulation Artifacts	69
Speech2EEG: Leveraging Pretrained Speech Model for EEG Signal Recognition	68
Detection of Stroke-Induced Visual Neglect and Target Response Prediction Using Augmented Reality and Electroencephalography	67
A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction	67
Intelligent Sitting Posture Classifier for Wheelchair Users	66
Quantitative EEG Changes in Youth With ASD Following Brief Mindfulness Meditation Exercise	65
A Personalized Closed-Loop Brain Stimulation Protocol for Difficulty Falling Asleep	62
A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints	62

EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning	62
A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces	60
Visual Feedback Gain Modulates the Activation of Task-Related Networks and the Suppression of Non-Task Networks During Precise Grasping	59
Detection of Low Resilience Using Data-Driven Effective Connectivity Measures	58
Design and Experimental Evaluation of a Lower-Limb Exoskeleton for Assisting Workers With Motorized Tuning of Squat Heights	58
Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography	58
Decoding Upper-Limb Movements via Inter-Muscle Displacement: From Synthetic to Clinical Data in a Myokinetic Interface	58
An Online Estimating Framework for Ankle Actively Exerted Torque Under Multi-DOF Coupled Dynamic Motions via sEMG	57
Enhanced Brain Functional Interaction Following BCI-Guided Supernumerary Robotic Finger Training Based on Sixth-Finger Motor Imagery	55
Corrections to “Effects of Targeted Assistance and Perturbations on the Relationship Between Pelvis Motion and Step Width in People With Chronic Stroke”	54
Neural Correlation Integrated Adaptive Point Process Filtering on Population Spike Trains	54
An Intelligent Rehabilitation Assessment Method for Stroke Patients Based on Lower Limb Exoskeleton Robot	53
Development and Evaluation of Refreshable Braille Display and Active Touch-Reading System for Digital Reading of the Visually Impaired	53
Joint-Channel-Connectivity-Based Feature Selection and Classification on fNIRS for Stress Detection in Decision-Making	53
Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation	52
Motor Imagery and Action Observation Induced Electroencephalographic Activations to Guide Subject-Specific Training Paradigm: A Pilot Study	52
Soft, Lightweight Wearable Robots to Support the Upper Limb in Activities of Daily Living: A Feasibility Study on Chronic Stroke Patients	51
Muscle Synergy Analysis of Patients With Chronic Low Back Pain During Functional Tasks	51
Depression Identification Using EEG Signals via a Hybrid of LSTM and Spiking Neural Networks	51
Diagnosis of Mild Cognitive Impairment With Ordinal Pattern Kernel	50
Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series	49
Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy	49
Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions	49
3D Visual Discomfort Assessment With a Weakly Supervised Graph Convolution Neural Network Based on Inaccurately Labeled EEG	49
Effect of Feedback on Foot Strike Angle and Forward Propulsion in People With Stroke	48
An Auxiliary Diagnostic System for Parkinson’s Disease Based on Wearable Sensors and Genetic Algorithm Optimized Random Forest	47
The Effects of Immersion and Visuo-Tactile Stimulation on Motor Imagery in Stroke Patients are Related to the Sense of Ownership	47
Implementation and Tuning of Momentum-Based Controller for Standing Balance in a Lower-Limb Exoskeleton With Paraplegic User	47
Novel Moving Steady-State Visual Evoked Potential Stimulus to Assess Afferent and Efferent Dysfunction in Multiple Sclerosis	46
The Effects of Bilateral Phase-Dependent Closed-Loop Vibration Stimulation With Motor Imagery Paradigm	46
MRI Compatible Lumbopelvic Movement Measurement System to Validate and Capture Task Performance During Neuroimaging	45
A Calibration-Free Hybrid Approach Combining SSVEP and EOG for Continuous Control	45
Adjustable Rigid-Soft Wearable Hand Robot With Magnetorheological Cable-Driven Mechanism for Grasping Assistance	45
High-Resolution Models of Human Cochlea for a Study of Neural Activation	44
Design of a Portable Biofeedback System for Monitoring Femoral Load During Partial Weight-Bearing Walking	43
Development and Assessment of a New Multichannel Electrocutaneous Device for Non-Invasive Somatosensory Stimulation for Magnetic Resonance Applications	43
Learning Frame-Level Classifiers for Video-Based Real-Time Assessment of Stroke Rehabilitation Exercises From Weakly Annotated Datasets	43
Willed Attentional Selection of Visual Features: An EEG Study	43
DMA-HPCNet: Dual Multi-Level Attention Hybrid Pyramid Convolution Neural Network for Alzheimer’s Disease Classification	43
Throw and Catch: Analyzing the Synchronized Movements of Eyes and Joints in Children	43
Motor-Related EEG Analysis Using a Pole Tracking Approach	42
Deep Reinforcement Learning for Control of Time-Varying Musculoskeletal Systems With High Fatigability: A Feasibility Study	41
Changes in Spatiotemporal Variability of Muscular Response Under the Influence of Post-Stroke Spasticity	41
Side-Aware Meta-Learning for Cross-Dataset Listener Diagnosis With Subjective Tinnitus	41
From Simulation to Reality: Predicting Torque With Fatigue Onset via Transfer Learning	41
The Multi-Frequency Decomposition Entropy Learning for Nonlinear fMRI Data Analysis	41
Differentiating Between Alzheimer’s Disease and Frontotemporal Dementia Based on the Resting-State Multilayer EEG Network	39
Fusion of Human Gaze and Machine Vision for Predicting Intended Locomotion Mode	39
A Screen-Based Multimodal Virtual Classroom Interface for Understanding Behavioral Sensory Responses in Autistic Adolescents: A Pilot Study	39
Decoding Multi-Brain Motor Imagery From EEG Using Coupling Feature Extraction and Few-Shot Learning	39

Task-Related Component Analysis Combining Paired Character Decoding for Miniature Asymmetric Visual Evoked Potentials	38
Adaptive Oscillator-Based Assistive Torque Control for Gait Asymmetry Correction With a nSEA-Driven Hip Exoskeleton	38
Eliminating or Shortening the Calibration for a P300 Brain–Computer Interface Based on a Convolutional Neural Network and Big Electroencephalography Data: An Online Study	38
Deep Spatio-Temporal Attention-Based Recurrent Network From Dynamic Adaptive Functional Connectivity for MCI Identification	38
Lower-Limb Motor Assessment With Corticomuscular Coherence of Multiple Muscles During Ankle Dorsiflexion After Stroke	38
Power Budget of a Skull Unit in a Fully-Implantable Brain-Computer Interface: Bio-Heat Model	37
Digital Biomarker for Muscle Function Assessment Using Surface Electromyography With Electrical Stimulation and a Non-Invasive Wearable Device	37
Frequency-Dependent Microstate Characteristics for Mild Cognitive Impairment in Parkinson’s Disease	37
Soft Exosuit Based on Fabric Muscle to Assist Shoulder Joint Movements in Patients With Neuromuscular Diseases	37
TASA: Temporal Attention With Spatial Autoencoder Network for Odor-Induced Emotion Classification Using EEG	37
Optimizing Stimulus Frequency Ranges for Building a High-Rate High Frequency SSVEP-BCI	36
Explainable Deep Learning Model for EMG-Based Finger Angle Estimation Using Attention	36
An Adaptive Hybrid Brain–Computer Interface for Hand Function Rehabilitation of Stroke Patients	36
A Three-Dimensional Finger-Tapping Framework for Recognition of Patients With Mild Parkinson’s Disease	36
Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration	36
Human Locomotion Implicit Modeling-Based Real-Time Gait Phase Estimation	35
Automated Diagnosis of Major Depressive Disorder With Multi-Modal MRIs Based on Contrastive Learning: A Few-Shot Study	35
EEG-Based Brain Functional Network Analysis for Differential Identification of Dementia-Related Disorders and Their Onset	35
Design and Validation of a Lightweight Hip Exoskeleton Driven by Series Elastic Actuator With Two-Motor Variable Speed Transmission	35
Effects of Multisession High-Definition Transcranial Direct Current Stimulation on Resting-State Brain Network Connectivity and Efficiency Under Running-Induced Fatigue	34
Transfer Learning With Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-Centre Data	34
IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors	34
A Residual Movement Classification Based User Interface for Control of Assistive Devices by Persons With Complete Tetraplegia	34
A Deep Quantum Convolutional Neural Network Based Facial Expression Recognition For Mental Health Analysis	34
The Neural Correlates and Behavioral Impact of Peripheral Noise Electrical Stimulation on Motor Learning	34
A Dynamic Wheelchair Armrest for Promoting Arm Exercise and Mobility After Stroke	34
Functional Assessment of 3D-Printed Multifunction Assistive Hand Device for Chronic Stroke Patients	33
Theory-Driven EEG Indexes for Tracking Motor Recovery and Predicting the Effects of Hybridizing tDCS With Mirror Therapy in Stroke Patients	33
Validity and Impact of Methods for Collecting Training Data for Myoelectric Prosthetic Control Algorithms	33
Ventral and Dorsal Stream EEG Channels: Key Features for EEG-Based Object Recognition and Identification	33
The Feasibility of An Automatical Facial Evaluation System Providing Objective and Reliable Results for Facial Palsy	33
Effects of Noise Electrical Stimulation on Proprioception, Force Control, and Corticomuscular Functional Connectivity	32
What Can Facial Movements Reveal? Depression Recognition and Analysis Based on Optical Flow Using Bayesian Networks	31
Multidimensional Feature Optimization Based Eye Blink Detection Under Epileptiform Discharges	31
Abnormal Static and Dynamic Local Functional Connectivity in First-Episode Schizophrenia: A Resting-State fMRI Study	31
Physics-Informed Learning Framework for Lower Limb Kinematic Prediction With Sparse Sensors and Its Application in Chronic Stroke	31
Skeleton-Based Continuous Scale Parkinsonian Gait Score Estimation Using Omni-Dimensional Self-Attention Convolution Networks	31
Mixture of Experts for EEG-Based Seizure Subtype Classification	30
Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection	30
Continuous Estimation of Hand Kinematics From Electromyographic Signals Based on Power-and Time-Efficient Transformer Deep Learning Network	30
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
Reducing the Calibration Time in Somatosensory BCI by Using Tactile ERD	29
Significant Low-Dimensional Spectral-Temporal Features for Seizure Detection	29
Characterization of Bimanual Cyclical Tasks From Single-Trial EEG-fNIRS Measurements	29
MCI Detection From Odor-Evoked EEG Using a Multibranch Attention-Based Temporal–Spectral CNN	29
Simultaneous and Proportional Control of Wrist and Hand Movements Based on a Neural-Driven Musculoskeletal Model	29
Table of Contents	29
Decoding Coordinated Directions of Bimanual Movements From EEG Signals	29
Frontoparietal Dysconnection in Covert Bipedal Activity for Enhancing the Performance of the Motor Preparation-Based Brain–Computer Interface	29
Multimodal Emotion Recognition Based on EEG and EOG Signals Evoked by the Video-Odor Stimuli	28
Learning Non-Euclidean Representations With SPD Manifold for Myoelectric Pattern Recognition	28
Eliciting Force and Slippage in Upper Limb Amputees Through Transcutaneous Electrical Nerve Stimulation (TENS)	28
LSTM-MSA: A Novel Deep Learning Model With Dual-Stage Attention Mechanisms Forearm EMG-Based Hand Gesture Recognition	28
Adapted Assistance and Resistance Training With a Knee Exoskeleton After Stroke	28
Reinforcement Learning Identifies Age-Related Balance Strategy Shifts	28
Modulation of Arm Swing Frequency and Gait Using Rhythmic Tactile Feedback	28
Classifying Routine Clinical Electroencephalograms With Multivariate Iterative Filtering and Convolutional Neural Networks	28
Optical-Tattoo Sensing for Non-contact Control of Bionic Limbs: A Conceptual Framework	28
Communities and Cliques in Functional Brain Network Using Multiscale Consensus Approach	27
TraHGR: Transformer for Hand Gesture Recognition via Electromyography	27
Trans-Spinal Focused Ultrasound Stimulation Selectively Modulates Descending Motor Pathway	27
In Vivo Transcranial Acoustoelectric Brain Imaging of Different Deep Brain Stimulation Currents	27
Domain Adaptation With Self-Guided Adaptive Sampling Strategy: Feature Alignment for Cross-User Myoelectric Pattern Recognition	27
Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke	27
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition	27
>IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors	27
Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification	27
Acoustic Motor Cortex Stimulation Enhances the Descending Analgesic Pathway to Alleviate Chronic Pain in Mice	27
An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification	27
Center of Mass Estimation for Impaired Gait Assessment Using Inertial Measurement Units	26
Efficacy of Transcranial Magnetic Stimulation in Post-Stroke Motor Recovery: Impact of Impairment Severity	26
Muscle Spindle Model-Based Non-Invasive Electrical Stimulation for Motion Perception Feedback in Prosthetic Hands	26
A Novel Transformer-Based Approach for Simultaneous Recognition of Hand Movements and Force Levels in Amputees Using Flexible Ultrasound Transducers	26
Personalized Alpha-Motoneuron Pool Models Driven by Neural Data Encode the Mechanisms Controlling Rate of Force Development	26
Driving Cognitive Alertness Detecting Using Evoked Multimodal Physiological Signals Based on Uncertain Self-Supervised Learning	26
Robust Long-Term Hand Grasp Recognition With Raw Electromyographic Signals Using Multidimensional Uncertainty-Aware Models	26
Eye Tracking Reveals Physical Therapist Decision Making While Evaluating Standing Balance Performance	26
Optimizing Representations of Multiple Simultaneous Attributes for Gait Generation Using Deep Learning	26
Assessment of Sensorized Insoles in Balance and Gait in Individuals With Parkinson’s Disease	26
Corrections to “Predicting the Quality of Spatial Learning via Virtual Global Landmarks”	25

Detecting Activities of Daily Living in Egocentric Video to Contextualize Hand Use at Home in Outpatient Neurorehabilitation Settings	25
Multi-Scale Coupling Between LFP and EMG in Mice by Low-Intensity Pulsed Ultrasound Stimulation With Different Number of Tone-Burst	25
Can Wearable Devices and Machine Learning Techniques Be Used for Recognizing and Segmenting Modified Physical Performance Test Items?	25
Cross Domain Correlation Maximization for Enhancing the Target Recognition of SSVEP-Based Brain–Computer Interfaces	25
How Fast Is Too Fast? Boundaries to the Perception of Electrical Stimulation of Peripheral Nerves	25
Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble	25
Individual Prediction of Electric Field Induced by Deep-Brain Magnetic Stimulation With CNN-Transformer	24
The Fundamental Property of Human Leg During Walking: Linearity and Nonlinearity	24
Enhancing EEG and sEMG Fusion Decoding Using a Multi-Scale Parallel Convolutional Network With Attention Mechanism	24
Finite-State Impedance and Direct Myoelectric Control for Robotic Ankle Prostheses: Comparing Their Performance and Exploring Their Combination	24
Reinforcement Learning-Driven Path Generation for Ankle Rehabilitation Robot Using Musculoskeletal-Informed Energy Optimization	24
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants	24
Coordinating Clearance and Postural Reorientation When Avoiding Physical and Virtual Pedestrians	24
Cross-Task Mental Workload Recognition Based on EEG Tensor Representation and Transfer Learning	24
Characterizing Autism Spectrum Disorder Through Fusion of Local Cortical Activation and Global Functional Connectivity Using Game-Based Stimuli and a Mobile EEG System	24
Constructing Time-Varying Directed EEG Network by Multivariate Nonparametric Dynamical Granger Causality	24
Age-Related Differences in Bimanual Isometric Force Tracking	24
Electromagnetic Source Imaging via Bayesian Modeling With Smoothness in Spatial and Temporal Domains	24
Low-Intensity Transcranial Ultrasound Stimulation Inhibits Epileptic Seizures in Motor Cortex by Modulating Hippocampus Neural Activity	24
An Efficient Framework for Personalizing EMG-Driven Musculoskeletal Models Based on Reinforcement Learning	23
Dual-Encoder VAE-GAN With Spatiotemporal Features for Emotional EEG Data Augmentation	23
Offline Evaluation Matters: Investigation of the Influence of Offline Performance on Real-Time Operation of Electromyography-Based Neural-Machine Interfaces	23
Dysarthric Speech Transformer: A Sequence-to-Sequence Dysarthric Speech Recognition System	23
EEG-Based Motor BCIs for Upper Limb Movement: Current Techniques and Future Insights	23
Analysis of Freezing of Gait in Parkinson’s Disease Detection Using a Multimodal Prototype Learning Framework	23
Rapid-IAF: Rapid Identification of Individual Alpha Frequency in EEG Data Using Sequential Bayesian Estimation	23
Weighted Multi-Modal Contrastive Learning Based Hybrid Network for Alzheimer’s Disease Diagnosis	23
Exploring Inter-Brain Electroencephalogram Patterns for Social Cognitive Assessment During Jigsaw Puzzle Solving	23
Microneedle Array Electrodes Fabricated With 3D Printing Technology for High-Quality Electrophysiological Acquisition	23
Network Analysis of Magnetoencephalogram Signals in Schizophrenia Patients When Viewing Emotional Facial Stimuli	23
Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors	23
Ankle Exoskeleton Assistance Can Affect Step Regulation During Self-Paced Walking	22
High-Density EMG Grip Force Estimation During Muscle Fatigue via Domain Adaptation	22
A Time-Local Weighted Transformation Recognition Framework for Steady State Visual Evoked Potentials Based Brain–Computer Interfaces	22
Efficient Observer Design for Ambulatory Estimation of Body Centre of Mass Position	22
EEG-Channel-Temporal-Spectral-Attention Correlation for Motor Imagery EEG Classification	22
Development and Clinical Validation of a Rehabilitation Platform for Hip Fracture in Elderly Population	22
Identification of Optimal and Most Significant Event Related Brain Functional Network	22
mGNN-bw: Multi-Scale Graph Neural Network Based on Biased Random Walk Path Aggregation for ASD Diagnosis	22
Multi-Joint Leg Moment Estimation During Walking Using Thigh or Shank Angles	22
Immediate Modulations of Cheek Acupuncture on Brain Oscillations and Connectivity in Individuals With Chronic Pain	22
Multi-Modal Deep Learning Diagnosis of Parkinson’s Disease—A Systematic Review	22
Development and Clinical Validation of a Finite Element Method Model Mapping Focal Intracranial Cooling	22
Front Cover	22
Iteratively Calibratable Network for Reliable EEG-Based Robotic Arm Control	21
Enhancement of Time-Frequency Energy for the Classification of Motor Imagery Electroencephalogram Based on an Improved FitzHugh–Nagumo Neuron System	21
Design and Validation of a Wireless Body Sensor Network for Integrated EEG and HD-sEMG Acquisitions	21
Correlating Data-Driven Muscle Selection Approaches to Synergies for Gait Prediction	21
Enhanced Online Continuous Brain-Control by Deep Learning-Based EEG Decoding	21
Acquisition Delay of Wireless EEG Instruments in Time-Sensitive Applications	21
Magnetorheological Damper With Variable Displacement Permanent Magnet for Assisting the Transfer of Load in Lower Limb Exoskeleton	21
Identification of Hip and Knee Joint Impedance During the Swing Phase of Walking	21
Mapping Individual Motor Unit Activity to Continuous Three-DoF Wrist Torques: Perspectives for Myoelectric Control	21
Toward Assessment of Sound Localization in Disorders of Consciousness Using a Hybrid Audiovisual Brain–Computer Interface	21
The More, the Better? Evaluating the Role of EEG Preprocessing for Deep Learning Applications	20
Interpretable Supervised Muscle Network Decomposition by Multifactorial ANOVA-ICA	20
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond	20
How Does the Ankle Complex Respond to Cable-Driven Assistance Spanning the Talocrural and Subtalar Joints During Walking?	20
Human Gait Entrainment to Soft Robotic Hip Perturbation During Simulated Overground Walking	20
Improving Automatic Control of Upper-Limb Prosthesis Wrists Using Gaze-Centered Eye Tracking and Deep Learning	20
An EEG-EMG-Based Hybrid Brain–Computer Interface for Decoding Tones in Silent and Audible Speech	20
VSSI-GGD: A Variation Sparse EEG Source Imaging Approach Based on Generalized Gaussian Distribution	20
Mordo2: A Personalization Framework for Silent Command Recognition	20
Forearm Motion and Hand Grasp Prediction Based on Target Muscle Bioimpedance for Human–Machine Interaction	20
Effectiveness of Intelligent Control Strategies in Robot-Assisted Rehabilitation—A Systematic Review	20
Multi-Scale FC-Based Multi-Order GCN: A Novel Model for Predicting Individual Behavior From fMRI	20
Classification of Motor-Imagery Tasks Using a Large EEG Dataset by Fusing Classifiers Learning on Wavelet-Scattering Features	20
Continuous Grasping Force Estimation With Surface EMG Based on Huxley-Type Musculoskeletal Model	20
Enhancing Detection of Control State for High-Speed Asynchronous SSVEP-BCIs Using Frequency-Specific Framework	20
Age-Dependent Upper Limb Myoelectric Control Capability in Typically Developing Children	20
Early Detection of Alzheimer’s Disease From Cortical and Hippocampal Local Field Potentials Using an Ensembled Machine Learning Model	19
IEEE Transactions on Neural Systems and Rehabilitation Engineering publication information	19
Classification of Action Potentials With High Variability Using Convolutional Neural Network for Motor Unit Tracking	19
Estimation of Gait Parameters in Huntington’s Disease Using Wearable Sensors in the Clinic and Free-living Conditions	19
Friction-Induced Pain: From Skin Surface to Brain Activation	19
An Interpretable Deep Learning Optimized Wearable Daily Detection System for Parkinson’s Disease	19
Stimulation-Induced Muscle Deformation Measured With A-Mode Ultrasound Correlates With Muscle Fatigue	19
Neural Correlate and Movement Decoding of Simultaneous-and-Sequential Bimanual Movements Using EEG Signals	19
Myoelectric Fatigue and Motor-Unit Firing Patterns During Sinusoidal Vibration Superimposed on Low-Intensity Isometric Contraction	19
Neuromuscular Mechanisms of Motor Adaptation to Repeated Treadmill-Slip Perturbations During Stance in Healthy Young Adults	19
Quantification of Hypsarrhythmia in Infantile Spasmatic EEG: A Large Cohort Study	19
User-Adaptive Variable Impedance Control Using Bayesian Optimization for Robot-Aided Ankle Rehabilitation	19
Automated Stress Recognition Using Supervised Learning Classifiers by Interactive Virtual Reality Scenes	19
Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model	19
Motor Imagery Classification for Asynchronous EEG-Based Brain–Computer Interfaces	19
Unsupervised Sim-to-Real Adaptation for Environmental Recognition in Assistive Walking	19
EEG Peak Detection in Cognitive Conflict Processing Using Summit Navigator and Clustering-Based Ranking	19
Semi-Autonomous Continuous Robotic Arm Control Using an Augmented Reality Brain-Computer Interface	19
Imagined Speech Detection Using Multi-Receptive CNN for Asynchronous BCI Communication and Neurorehabilitation	19
The Sensitivity of Bipolar Electromyograms to Muscle Excitation Scales With the Inter-Electrode Distance	19
XCF-LSTMSATNet: A Classification Approach for EEG Signals Evoked by Dynamic Random Dot Stereograms	19
Controlling Epileptic Seizures through Hippocampal Regulation: A Complex Network Analysis in the Mouse Brain	19
Spatiotemporal Dynamics of Periodic and Aperiodic Brain Activity Under Peripheral Nerve Stimulation With Acupuncture	19
Monitoring Level of Hypnosis Using Stationary Wavelet Transform and Singular Value Decomposition Entropy With Feedforward Neural Network	19
Fully Implantable Neurostimulation System for Long-Term Behavioral Animal Study	18