IEEE Transactions on Neural Systems and Rehabilitation Engineering

Article	Citations
Lower-Limb Non-Parametric Functional Muscle Network: Test-Retest Reliability Analysis	421
A Locomotion Mode Recognition Algorithm Using Adaptive Dynamic Movement Primitives	195
Variation Minimization Based Electrocardiogram Artifacts Removal for Local Field Potentials From Neurostimulator	117
Enhancing SSVEP-BCI Performance Under Fatigue State Using Dynamic Stopping Strategy	83
Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy	80
Visual Feedback Gain Modulates the Activation of Task-Related Networks and the Suppression of Non-Task Networks During Precise Grasping	79
The Influence of Training With Visual Biofeedback on the Predictability of Myoelectric Control Usability	78
Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation	75
Joint-Channel-Connectivity-Based Feature Selection and Classification on fNIRS for Stress Detection in Decision-Making	74
Detection of Stroke-Induced Visual Neglect and Target Response Prediction Using Augmented Reality and Electroencephalography	73
A Review of Intelligent Walking Support Robots: Aiding Sit-to-Stand Transition and Walking	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	68
ERP and Pupillometry Synchronization Analysis on Rapid Serial Visual Presentation of Words, Numbers, Pictures	67
A Real-Time Non-Implantation Bi-Directional Brain–Computer Interface Solution Without Stimulation Artifacts	67
Reliability Analysis for Finger Movement Recognition With Raw Electromyographic Signal by Evidential Convolutional Networks	67
EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning	64
Enhanced Brain Functional Interaction Following BCI-Guided Supernumerary Robotic Finger Training Based on Sixth-Finger Motor Imagery	64
Speech2EEG: Leveraging Pretrained Speech Model for EEG Signal Recognition	64
A Deep-Learning Based Real-Time Prediction of Seated Postural Limits and Its Application in Trunk Rehabilitation	63
Corrections to “Effects of Targeted Assistance and Perturbations on the Relationship Between Pelvis Motion and Step Width in People With Chronic Stroke”	61
Detection of Low Resilience Using Data-Driven Effective Connectivity Measures	58
Quantitative EEG Changes in Youth With ASD Following Brief Mindfulness Meditation Exercise	57
Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method	56
Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series	56

3D Visual Discomfort Assessment With a Weakly Supervised Graph Convolution Neural Network Based on Inaccurately Labeled EEG	56
A Personalized Closed-Loop Brain Stimulation Protocol for Difficulty Falling Asleep	55
A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces	54
Soft, Lightweight Wearable Robots to Support the Upper Limb in Activities of Daily Living: A Feasibility Study on Chronic Stroke Patients	53
Non-Intrusive Real Time Eye Tracking Using Facial Alignment for Assistive Technologies	52
Biophysical Models With Adaptive Online Learning for Direct Neural Control of Prostheses	51
Neural Correlation Integrated Adaptive Point Process Filtering on Population Spike Trains	51
Neurophysiologically Meaningful Motor Imagery EEG Simulation With Applications to Data Augmentation	50
Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions	50
Improving Sit/Stand Loading Symmetry and Timing Through Unified Variable Impedance Control of a Powered Knee-Ankle Prosthesis	48
Development and Evaluation of Refreshable Braille Display and Active Touch-Reading System for Digital Reading of the Visually Impaired	48
Diagnosis of Mild Cognitive Impairment With Ordinal Pattern Kernel	48
Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography	48
An Online Estimating Framework for Ankle Actively Exerted Torque Under Multi-DOF Coupled Dynamic Motions via sEMG	47
A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints	47
Depression Identification Using EEG Signals via a Hybrid of LSTM and Spiking Neural Networks	47
Decoding Upper-Limb Movements via Inter-Muscle Displacement: From Synthetic to Clinical Data in a Myokinetic Interface	46
Motor Imagery and Action Observation Induced Electroencephalographic Activations to Guide Subject-Specific Training Paradigm: A Pilot Study	46
Intelligent Sitting Posture Classifier for Wheelchair Users	46
Application of Home-Based Wearable Technologies in Physical Rehabilitation for Stroke: A Scoping Review	45
Design and Experimental Evaluation of a Lower-Limb Exoskeleton for Assisting Workers With Motorized Tuning of Squat Heights	45
A Distributed Automatic Control Framework for Simultaneous Control of Torque and Cadence in Functional Electrical Stimulation Cycling	45
Effect of Feedback on Foot Strike Angle and Forward Propulsion in People With Stroke	43
Decoding Multi-Brain Motor Imagery From EEG Using Coupling Feature Extraction and Few-Shot Learning	43
Automated Diagnosis of Major Depressive Disorder With Multi-Modal MRIs Based on Contrastive Learning: A Few-Shot Study	42
High-Resolution Models of Human Cochlea for a Study of Neural Activation	42
Development and Assessment of a New Multichannel Electrocutaneous Device for Non-Invasive Somatosensory Stimulation for Magnetic Resonance Applications	42
Design of a Portable Biofeedback System for Monitoring Femoral Load During Partial Weight-Bearing Walking	41
EEG-Based Brain Functional Network Analysis for Differential Identification of Dementia-Related Disorders and Their Onset	41
Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration	41
TASA: Temporal Attention With Spatial Autoencoder Network for Odor-Induced Emotion Classification Using EEG	41
A Calibration-Free Hybrid Approach Combining SSVEP and EOG for Continuous Control	41
A Deep Quantum Convolutional Neural Network Based Facial Expression Recognition For Mental Health Analysis	41
Adjustable Rigid-Soft Wearable Hand Robot With Magnetorheological Cable-Driven Mechanism for Grasping Assistance	40
Digital Biomarker for Muscle Function Assessment Using Surface Electromyography With Electrical Stimulation and a Non-Invasive Wearable Device	40
Explainable Deep Learning Model for EMG-Based Finger Angle Estimation Using Attention	40
Optimizing Stimulus Frequency Ranges for Building a High-Rate High Frequency SSVEP-BCI	40
Learning Frame-Level Classifiers for Video-Based Real-Time Assessment of Stroke Rehabilitation Exercises From Weakly Annotated Datasets	40
Motor-Related EEG Analysis Using a Pole Tracking Approach	39
Changes in Spatiotemporal Variability of Muscular Response Under the Influence of Post-Stroke Spasticity	39
Willed Attentional Selection of Visual Features: An EEG Study	39
From Simulation to Reality: Predicting Torque With Fatigue Onset via Transfer Learning	39
The Multi-Frequency Decomposition Entropy Learning for Nonlinear fMRI Data Analysis	38
Side-Aware Meta-Learning for Cross-Dataset Listener Diagnosis With Subjective Tinnitus	38
Deep Reinforcement Learning for Control of Time-Varying Musculoskeletal Systems With High Fatigability: A Feasibility Study	37
Fusion of Human Gaze and Machine Vision for Predicting Intended Locomotion Mode	36
Deep Spatio-Temporal Attention-Based Recurrent Network From Dynamic Adaptive Functional Connectivity for MCI Identification	36
An Adaptive Hybrid Brain–Computer Interface for Hand Function Rehabilitation of Stroke Patients	36
Frequency-Dependent Microstate Characteristics for Mild Cognitive Impairment in Parkinson’s Disease	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	35

MRI Compatible Lumbopelvic Movement Measurement System to Validate and Capture Task Performance During Neuroimaging	35
Lower-Limb Motor Assessment With Corticomuscular Coherence of Multiple Muscles During Ankle Dorsiflexion After Stroke	35
An Auxiliary Diagnostic System for Parkinson’s Disease Based on Wearable Sensors and Genetic Algorithm Optimized Random Forest	35
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	34
Power Budget of a Skull Unit in a Fully-Implantable Brain-Computer Interface: Bio-Heat Model	34
A Three-Dimensional Finger-Tapping Framework for Recognition of Patients With Mild Parkinson’s Disease	34
Implementation and Tuning of Momentum-Based Controller for Standing Balance in a Lower-Limb Exoskeleton With Paraplegic User	33
The Effects of Immersion and Visuo-Tactile Stimulation on Motor Imagery in Stroke Patients are Related to the Sense of Ownership	33
Design and Validation of a Lightweight Hip Exoskeleton Driven by Series Elastic Actuator With Two-Motor Variable Speed Transmission	33
The Effects of Bilateral Phase-Dependent Closed-Loop Vibration Stimulation With Motor Imagery Paradigm	33
Differentiating Between Alzheimer’s Disease and Frontotemporal Dementia Based on the Resting-State Multilayer EEG Network	33
Task-Related Component Analysis Combining Paired Character Decoding for Miniature Asymmetric Visual Evoked Potentials	32
DMA-HPCNet: Dual Multi-Level Attention Hybrid Pyramid Convolution Neural Network for Alzheimer’s Disease Classification	32
Effects of Multisession High-Definition Transcranial Direct Current Stimulation on Resting-State Brain Network Connectivity and Efficiency Under Running-Induced Fatigue	32
Adaptive Oscillator-Based Assistive Torque Control for Gait Asymmetry Correction With a nSEA-Driven Hip Exoskeleton	32
IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors	32
The Neural Correlates and Behavioral Impact of Peripheral Noise Electrical Stimulation on Motor Learning	31
A Residual Movement Classification Based User Interface for Control of Assistive Devices by Persons With Complete Tetraplegia	31
Mixture of Experts for EEG-Based Seizure Subtype Classification	31
Adapted Assistance and Resistance Training With a Knee Exoskeleton After Stroke	30
Transfer Learning With Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-Centre Data	30
Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection	30
Ventral and Dorsal Stream EEG Channels: Key Features for EEG-Based Object Recognition and Identification	30
A Dynamic Wheelchair Armrest for Promoting Arm Exercise and Mobility After Stroke	30
Table of Contents	30
Classifying Routine Clinical Electroencephalograms With Multivariate Iterative Filtering and Convolutional Neural Networks	29
Multidimensional Feature Optimization Based Eye Blink Detection Under Epileptiform Discharges	29
Significant Low-Dimensional Spectral-Temporal Features for Seizure Detection	29
Abnormal Static and Dynamic Local Functional Connectivity in First-Episode Schizophrenia: A Resting-State fMRI Study	29
Reducing the Calibration Time in Somatosensory BCI by Using Tactile ERD	29
Multimodal Emotion Recognition Based on EEG and EOG Signals Evoked by the Video-Odor Stimuli	28
Frontoparietal Dysconnection in Covert Bipedal Activity for Enhancing the Performance of the Motor Preparation-Based Brain–Computer Interface	28
Physics-Informed Learning Framework for Lower Limb Kinematic Prediction With Sparse Sensors and Its Application in Chronic Stroke	28
Acoustic Motor Cortex Stimulation Enhances the Descending Analgesic Pathway to Alleviate Chronic Pain in Mice	28
Learning Non-Euclidean Representations With SPD Manifold for Myoelectric Pattern Recognition	28
Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification	28
Eliciting Force and Slippage in Upper Limb Amputees Through Transcutaneous Electrical Nerve Stimulation (TENS)	28
Functional Assessment of 3D-Printed Multifunction Assistive Hand Device for Chronic Stroke Patients	27
Modulation of Arm Swing Frequency and Gait Using Rhythmic Tactile Feedback	27
What Can Facial Movements Reveal? Depression Recognition and Analysis Based on Optical Flow Using Bayesian Networks	27
Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke	27
The Feasibility of An Automatical Facial Evaluation System Providing Objective and Reliable Results for Facial Palsy	27
Trans-Spinal Focused Ultrasound Stimulation Selectively Modulates Descending Motor Pathway	27
Continuous Estimation of Hand Kinematics From Electromyographic Signals Based on Power-and Time-Efficient Transformer Deep Learning Network	27
Effects of Noise Electrical Stimulation on Proprioception, Force Control, and Corticomuscular Functional Connectivity	27
Decoding Coordinated Directions of Bimanual Movements From EEG Signals	27
LSTM-MSA: A Novel Deep Learning Model With Dual-Stage Attention Mechanisms Forearm EMG-Based Hand Gesture Recognition	26
Simultaneous and Proportional Control of Wrist and Hand Movements Based on a Neural-Driven Musculoskeletal Model	26
Validity and Impact of Methods for Collecting Training Data for Myoelectric Prosthetic Control Algorithms	26
An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification	26
Characterization of Bimanual Cyclical Tasks From Single-Trial EEG-fNIRS Measurements	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
Theory-Driven EEG Indexes for Tracking Motor Recovery and Predicting the Effects of Hybridizing tDCS With Mirror Therapy in Stroke Patients	25
TraHGR: Transformer for Hand Gesture Recognition via Electromyography	25
Electromagnetic Source Imaging via Bayesian Modeling With Smoothness in Spatial and Temporal Domains	25
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition	25
Ankle Exoskeleton Assistance Can Affect Step Regulation During Self-Paced Walking	25
Communities and Cliques in Functional Brain Network Using Multiscale Consensus Approach	25
Domain Adaptation With Self-Guided Adaptive Sampling Strategy: Feature Alignment for Cross-User Myoelectric Pattern Recognition	25
>IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors	25
Network Analysis of Magnetoencephalogram Signals in Schizophrenia Patients When Viewing Emotional Facial Stimuli	25
Eye Tracking Reveals Physical Therapist Decision Making While Evaluating Standing Balance Performance	24
Weighted Multi-Modal Contrastive Learning Based Hybrid Network for Alzheimer’s Disease Diagnosis	24
Multi-Joint Leg Moment Estimation During Walking Using Thigh or Shank Angles	24
In Vivo Transcranial Acoustoelectric Brain Imaging of Different Deep Brain Stimulation Currents	24
Efficacy of Transcranial Magnetic Stimulation in Post-Stroke Motor Recovery: Impact of Impairment Severity	24
Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors	24
An Efficient Framework for Personalizing EMG-Driven Musculoskeletal Models Based on Reinforcement Learning	23
Constructing Time-Varying Directed EEG Network by Multivariate Nonparametric Dynamical Granger Causality	23
Finite-State Impedance and Direct Myoelectric Control for Robotic Ankle Prostheses: Comparing Their Performance and Exploring Their Combination	23
How Fast Is Too Fast? Boundaries to the Perception of Electrical Stimulation of Peripheral Nerves	23
Exploring Inter-Brain Electroencephalogram Patterns for Social Cognitive Assessment During Jigsaw Puzzle Solving	23
Muscle Spindle Model-Based Non-Invasive Electrical Stimulation for Motion Perception Feedback in Prosthetic Hands	23
Multi-Scale Coupling Between LFP and EMG in Mice by Low-Intensity Pulsed Ultrasound Stimulation With Different Number of Tone-Burst	23
Can Wearable Devices and Machine Learning Techniques Be Used for Recognizing and Segmenting Modified Physical Performance Test Items?	23
Corrections to “Predicting the Quality of Spatial Learning via Virtual Global Landmarks”	23
Coordinating Clearance and Postural Reorientation When Avoiding Physical and Virtual Pedestrians	23
Center of Mass Estimation for Impaired Gait Assessment Using Inertial Measurement Units	23
Detecting Activities of Daily Living in Egocentric Video to Contextualize Hand Use at Home in Outpatient Neurorehabilitation Settings	23

A Novel Transformer-Based Approach for Simultaneous Recognition of Hand Movements and Force Levels in Amputees Using Flexible Ultrasound Transducers	22
Robust Long-Term Hand Grasp Recognition With Raw Electromyographic Signals Using Multidimensional Uncertainty-Aware Models	22
Development and Clinical Validation of a Rehabilitation Platform for Hip Fracture in Elderly Population	22
Age-Related Differences in Bimanual Isometric Force Tracking	22
High-Density EMG Grip Force Estimation During Muscle Fatigue via Domain Adaptation	22
Assessment of Sensorized Insoles in Balance and Gait in Individuals With Parkinson’s Disease	22
Personalized Alpha-Motoneuron Pool Models Driven by Neural Data Encode the Mechanisms Controlling Rate of Force Development	22
Driving Cognitive Alertness Detecting Using Evoked Multimodal Physiological Signals Based on Uncertain Self-Supervised Learning	22
Reinforcement Learning-Driven Path Generation for Ankle Rehabilitation Robot Using Musculoskeletal-Informed Energy Optimization	22
Rapid-IAF: Rapid Identification of Individual Alpha Frequency in EEG Data Using Sequential Bayesian Estimation	22
Individual Prediction of Electric Field Induced by Deep-Brain Magnetic Stimulation With CNN-Transformer	22
Optimizing Representations of Multiple Simultaneous Attributes for Gait Generation Using Deep Learning	22
Cross Domain Correlation Maximization for Enhancing the Target Recognition of SSVEP-Based Brain–Computer Interfaces	22
Dysarthric Speech Transformer: A Sequence-to-Sequence Dysarthric Speech Recognition System	22
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants	22
Low-Intensity Transcranial Ultrasound Stimulation Inhibits Epileptic Seizures in Motor Cortex by Modulating Hippocampus Neural Activity	22
Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble	21
EEG-Channel-Temporal-Spectral-Attention Correlation for Motor Imagery EEG Classification	21
Microneedle Array Electrodes Fabricated With 3D Printing Technology for High-Quality Electrophysiological Acquisition	21
Offline Evaluation Matters: Investigation of the Influence of Offline Performance on Real-Time Operation of Electromyography-Based Neural-Machine Interfaces	21
Dual-Encoder VAE-GAN With Spatiotemporal Features for Emotional EEG Data Augmentation	21
A Time-Local Weighted Transformation Recognition Framework for Steady State Visual Evoked Potentials Based Brain–Computer Interfaces	21
Enhancing EEG and sEMG Fusion Decoding Using a Multi-Scale Parallel Convolutional Network With Attention Mechanism	21
Characterizing Autism Spectrum Disorder Through Fusion of Local Cortical Activation and Global Functional Connectivity Using Game-Based Stimuli and a Mobile EEG System	21
Multi-Modal Deep Learning Diagnosis of Parkinson’s Disease—A Systematic Review	21
The Fundamental Property of Human Leg During Walking: Linearity and Nonlinearity	21
Identification of Optimal and Most Significant Event Related Brain Functional Network	21
EEG-Based Motor BCIs for Upper Limb Movement: Current Techniques and Future Insights	21
Cross-Task Mental Workload Recognition Based on EEG Tensor Representation and Transfer Learning	21
Stimulation-Induced Muscle Deformation Measured With A-Mode Ultrasound Correlates With Muscle Fatigue	20
Front Cover	20
Mordo2: A Personalization Framework for Silent Command Recognition	20
Magnetorheological Damper With Variable Displacement Permanent Magnet for Assisting the Transfer of Load in Lower Limb Exoskeleton	20
Iteratively Calibratable Network for Reliable EEG-Based Robotic Arm Control	20
mGNN-bw: Multi-Scale Graph Neural Network Based on Biased Random Walk Path Aggregation for ASD Diagnosis	20
Semi-Autonomous Continuous Robotic Arm Control Using an Augmented Reality Brain-Computer Interface	20
Efficient Observer Design for Ambulatory Estimation of Body Centre of Mass Position	20
Correlating Data-Driven Muscle Selection Approaches to Synergies for Gait Prediction	20
Development and Clinical Validation of a Finite Element Method Model Mapping Focal Intracranial Cooling	20
An Interpretable Deep Learning Optimized Wearable Daily Detection System for Parkinson’s Disease	19
Continuous Grasping Force Estimation With Surface EMG Based on Huxley-Type Musculoskeletal Model	19
Human Gait Entrainment to Soft Robotic Hip Perturbation During Simulated Overground Walking	19
Enhancement of Time-Frequency Energy for the Classification of Motor Imagery Electroencephalogram Based on an Improved FitzHugh–Nagumo Neuron System	19
Identification of Hip and Knee Joint Impedance During the Swing Phase of Walking	19
Effectiveness of Intelligent Control Strategies in Robot-Assisted Rehabilitation—A Systematic Review	19
Improving Automatic Control of Upper-Limb Prosthesis Wrists Using Gaze-Centered Eye Tracking and Deep Learning	19
Enhancing Detection of Control State for High-Speed Asynchronous SSVEP-BCIs Using Frequency-Specific Framework	19
Acquisition Delay of Wireless EEG Instruments in Time-Sensitive Applications	19
Forearm Motion and Hand Grasp Prediction Based on Target Muscle Bioimpedance for Human–Machine Interaction	19
Age-Dependent Upper Limb Myoelectric Control Capability in Typically Developing Children	19
Mapping Individual Motor Unit Activity to Continuous Three-DoF Wrist Torques: Perspectives for Myoelectric Control	19
VSSI-GGD: A Variation Sparse EEG Source Imaging Approach Based on Generalized Gaussian Distribution	18
Unsupervised Sim-to-Real Adaptation for Environmental Recognition in Assistive Walking	18
Multi-Scale FC-Based Multi-Order GCN: A Novel Model for Predicting Individual Behavior From fMRI	18
Interpretable Supervised Muscle Network Decomposition by Multifactorial ANOVA-ICA	18
Design and Validation of a Wireless Body Sensor Network for Integrated EEG and HD-sEMG Acquisitions	18
Front-End Replication Dynamic Window (FRDW) for Online Motor Imagery Classification	18
IEEE Transactions on Neural Systems and Rehabilitation Engineering publication information	18
Myoelectric Fatigue and Motor-Unit Firing Patterns During Sinusoidal Vibration Superimposed on Low-Intensity Isometric Contraction	18
Enhanced Online Continuous Brain-Control by Deep Learning-Based EEG Decoding	18
Early Detection of Alzheimer’s Disease From Cortical and Hippocampal Local Field Potentials Using an Ensembled Machine Learning Model	18
EEG Peak Detection in Cognitive Conflict Processing Using Summit Navigator and Clustering-Based Ranking	18
Classification of Motor-Imagery Tasks Using a Large EEG Dataset by Fusing Classifiers Learning on Wavelet-Scattering Features	18
The More, the Better? Evaluating the Role of EEG Preprocessing for Deep Learning Applications	18
Numerical Analysis of Transcranial Magnetic Stimulation Application in Patients With Orofacial Pain	18
Friction-Induced Pain: From Skin Surface to Brain Activation	18
Toward Assessment of Sound Localization in Disorders of Consciousness Using a Hybrid Audiovisual Brain–Computer Interface	18
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond	18
Neural Correlate and Movement Decoding of Simultaneous-and-Sequential Bimanual Movements Using EEG Signals	18
Motor Imagery Classification for Asynchronous EEG-Based Brain–Computer Interfaces	18
Spatiotemporal Dynamics of Periodic and Aperiodic Brain Activity Under Peripheral Nerve Stimulation With Acupuncture	18
Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model	18
Neuromuscular Mechanisms of Motor Adaptation to Repeated Treadmill-Slip Perturbations During Stance in Healthy Young Adults	18
Monitoring Level of Hypnosis Using Stationary Wavelet Transform and Singular Value Decomposition Entropy With Feedforward Neural Network	18
Automated Stress Recognition Using Supervised Learning Classifiers by Interactive Virtual Reality Scenes	17
XCF-LSTMSATNet: A Classification Approach for EEG Signals Evoked by Dynamic Random Dot Stereograms	17
Neuro-Musculoskeletal Modeling for Online Estimation of Continuous Wrist Movements from Motor Unit Activities	17
Novice Users’ Brain Activity and Biomechanics Change After Practicing Walking With an Ankle Exoskeleton	17
Quantification of Hypsarrhythmia in Infantile Spasmatic EEG: A Large Cohort Study	17
Impact of Gait Parameters and Their Variability on Fall Risk Assessment Accuracy Using Wearable Sensor	17
Study of Tactile Sensation Somatotopy and Homology Between Projected Fingers in Residual Limb and Natural Fingers in Intact Limb	17
Fully Implantable Neurostimulation System for Long-Term Behavioral Animal Study	17
Classification of Action Potentials With High Variability Using Convolutional Neural Network for Motor Unit Tracking	17
Cross-Subject Motor Imagery Decoding by Transfer Learning of Tactile ERD	17
Monitoring Active Patient Participation During Robotic Rehabilitation: Comparison Between a Robot-Based Metric and an EMG-Based Metric	17
A Cascade xDAWN EEGNet Structure for Unified Visual-Evoked Related Potential Detection	17
EMG Probability Density Function: A New Way to Look at EMG Signal Filling From Single Motor Unit Potential to Full Interference Pattern	17
User-Adaptive Variable Impedance Control Using Bayesian Optimization for Robot-Aided Ankle Rehabilitation	16
Epileptic Seizure Detection Based on Path Signature and Bi-LSTM Network With Attention Mechanism	16
BlazePose-Seq2Seq: Leveraging Regular RGB Cameras for Robust Gait Assessment	16
A Developed LSTM-Ladder-Network-Based Model for Sleep Stage Classification	16
Latent Space Coding Capsule Network for Mental Workload Classification	16
Immersive Virtual Reality for the Cognitive Rehabilitation of Stroke Survivors	16
DAGAN-Based Gait Features Augmentation for Ankle Instability Detection	16
Deep Multi-Scale Fusion of Convolutional Neural Networks for EMG-Based Movement Estimation	16