IEEE Transactions on Neural Systems and Rehabilitation Engineering

Article	Citations
An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG	296
A Computerized Method for Automatic Detection of Schizophrenia Using EEG Signals	130
Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification	121
EEG Conformer: Convolutional Transformer for EEG Decoding and Visualization	118
Transcutaneous Spinal Cord Stimulation Restores Hand and Arm Function After Spinal Cord Injury	117
A Transformer-Based Approach Combining Deep Learning Network and Spatial-Temporal Information for Raw EEG Classification	100
Improving the Performance of Individually Calibrated SSVEP-BCI by Task- Discriminant Component Analysis	90
A Temporal-Spectral-Based Squeeze-and- Excitation Feature Fusion Network for Motor Imagery EEG Decoding	84
FS-HGR: Few-Shot Learning for Hand Gesture Recognition via Electromyography	82
Physics-Informed Deep Learning for Musculoskeletal Modeling: Predicting Muscle Forces and Joint Kinematics From Surface EMG	80
A Multi-Scale Fusion Convolutional Neural Network Based on Attention Mechanism for the Visualization Analysis of EEG Signals Decoding	79
Learning Common Time-Frequency-Spatial Patterns for Motor Imagery Classification	78
EEG-Inception: A Novel Deep Convolutional Neural Network for Assistive ERP-Based Brain-Computer Interfaces	74
Neural Decoding of Imagined Speech and Visual Imagery as Intuitive Paradigms for BCI Communication	73
Combination of Augmented Reality Based Brain- Computer Interface and Computer Vision for High-Level Control of a Robotic Arm	69
Speech Vision: An End-to-End Deep Learning-Based Dysarthric Automatic Speech Recognition System	69
Enhancing EEG-Based Classification of Depression Patients Using Spatial Information	67
Brain Functional Networks Based on Resting-State EEG Data for Major Depressive Disorder Analysis and Classification	66
Seizure Prediction Using Directed Transfer Function and Convolution Neural Network on Intracranial EEG	64
DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model With Uncertainty Estimates	64
An Effective Dual Self-Attention Residual Network for Seizure Prediction	64
Motor Imagery EEG Decoding Method Based on a Discriminative Feature Learning Strategy	62
Computer Vision to Automatically Assess Infant Neuromotor Risk	61
RobustSleepNet: Transfer Learning for Automated Sleep Staging at Scale	60
Dynamic Joint Domain Adaptation Network for Motor Imagery Classification	60

Open Access Dataset, Toolbox and Benchmark Processing Results of High-Density Surface Electromyogram Recordings	59
Symbitron Exoskeleton: Design, Control, and Evaluation of a Modular Exoskeleton for Incomplete and Complete Spinal Cord Injured Individuals	59
Motor Imagery Hand Movement Direction Decoding Using Brain Computer Interface to Aid Stroke Recovery and Rehabilitation	56
Deep Temporal-Spatial Feature Learning for Motor Imagery-Based Brain–Computer Interfaces	56
Capsule Attention for Multimodal EEG-EOG Representation Learning With Application to Driver Vigilance Estimation	54
Self-Aligning Mechanism Improves Comfort and Performance With a Powered Knee Exoskeleton	53
Convolutional Correlation Analysis for Enhancing the Performance of SSVEP-Based Brain-Computer Interface	53
Passive Shoulder Exoskeletons: More Effective in the Lab Than in the Field?	51
Optimizing Exoskeleton Assistance for Faster Self-Selected Walking	50
Seizure Onset Detection Using Empirical Mode Decomposition and Common Spatial Pattern	48
A Tensor-Based Frequency Features Combination Method for Brain–Computer Interfaces	47
Epileptic Seizure Detection Based on Bidirectional Gated Recurrent Unit Network	46
Cross-Subject Zero Calibration Driver’s Drowsiness Detection: Exploring Spatiotemporal Image Encoding of EEG Signals for Convolutional Neural Network Classification	45
An EMG-Driven Musculoskeletal Model for Estimating Continuous Wrist Motion	44
Cervical Spinal Cord Transcutaneous Stimulation Improves Upper Extremity and Hand Function in People With Complete Tetraplegia: A Case Study	44
Improved High-Density Myoelectric Pattern Recognition Control Against Electrode Shift Using Data Augmentation and Dilated Convolutional Neural Network	44
VME-DWT: An Efficient Algorithm for Detection and Elimination of Eye Blink From Short Segments of Single EEG Channel	43
Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble	41
EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG With an Application to Emotion Recognition	41
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction	41
SincNet-Based Hybrid Neural Network for Motor Imagery EEG Decoding	40
Wearable Lower-Limb Exoskeleton for Children With Cerebral Palsy: A Systematic Review of Mechanical Design, Actuation Type, Control Strategy, and Clinical Evaluation	40
Lower-Limb Joint Torque Prediction Using LSTM Neural Networks and Transfer Learning	39
Deep Spatio-Temporal Representation and Ensemble Classification for Attention Deficit/Hyperactivity Disorder	38
Automated Dysarthria Severity Classification: A Study on Acoustic Features and Deep Learning Techniques	38
An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification	38
Continuous Gait Phase Estimation Using LSTM for Robotic Transfemoral Prosthesis Across Walking Speeds	38
SSVEP-Based Brain Computer Interface Controlled Soft Robotic Glove for Post-Stroke Hand Function Rehabilitation	38
Patient-Specific Seizure Prediction via Adder Network and Supervised Contrastive Learning	37
Inter-Subject Domain Adaptation for CNN-Based Wrist Kinematics Estimation Using sEMG	37
Design and Validation of a Self-Aligning Index Finger Exoskeleton for Post-Stroke Rehabilitation	36
Sparse Adaptive Graph Convolutional Network for Leg Agility Assessment in Parkinson’s Disease	36
SleepFCN: A Fully Convolutional Deep Learning Framework for Sleep Stage Classification Using Single-Channel Electroencephalograms	35
EEG Based Dynamic Functional Connectivity Analysis in Mental Workload Tasks With Different Types of Information	35
Feature Extraction and Identification of Alzheimer’s Disease based on Latent Factor of Multi-Channel EEG	34
FGANet: fNIRS-Guided Attention Network for Hybrid EEG-fNIRS Brain-Computer Interfaces	34
Deep Learning-Based Near-Fall Detection Algorithm for Fall Risk Monitoring System Using a Single Inertial Measurement Unit	33
Immersive Virtual Reality for the Cognitive Rehabilitation of Stroke Survivors	32
EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning	32
Analysis of Functional Brain Network in MDD Based on Improved Empirical Mode Decomposition With Resting State EEG Data	32
A Model Combining Multi Branch Spectral-Temporal CNN, Efficient Channel Attention, and LightGBM for MI-BCI Classification	32
Multi-View Multi-Scale Optimization of Feature Representation for EEG Classification Improvement	31
On the Deep Learning Models for EEG-Based Brain-Computer Interface Using Motor Imagery	31
BECT Spike Detection Based on Novel EEG Sequence Features and LSTM Algorithms	31
Classification of First-Episode Schizophrenia, Chronic Schizophrenia and Healthy Control Based on Brain Network of Mismatch Negativity by Graph Neural Network	31
Machine-Learning-Based Prediction of Gait Events From EMG in Cerebral Palsy Children	31
fNIRS Evidence for Distinguishing Patients With Major Depression and Healthy Controls	31
EEG-Based Graph Neural Network Classification of Alzheimer’s Disease: An Empirical Evaluation of Functional Connectivity Methods	29
Selection of Muscle-Activity-Based Cost Function in Human-in-the-Loop Optimization of Multi-Gait Ankle Exoskeleton Assistance	29
OGSSL: A Semi-Supervised Classification Model Coupled With Optimal Graph Learning for EEG Emotion Recognition	29

Synergy-Based Neural Interface for Human Gait Tracking With Deep Learning	28
An Investigation of Olfactory-Enhanced Video on EEG-Based Emotion Recognition	28
Single-Source to Single-Target Cross-Subject Motor Imagery Classification Based on Multisubdomain Adaptation Network	28
A 3D Printed Soft Robotic Hand With Embedded Soft Sensors for Direct Transition Between Hand Gestures and Improved Grasping Quality and Diversity	28
Improved Domain Adaptation Network Based on Wasserstein Distance for Motor Imagery EEG Classification	28
Design of an Interactive Virtual Reality System, InViRS, for Joint Attention Practice in Autistic Children	27
Increased Symmetry of Lower-Limb Amputees Walking With Concurrent Bilateral Vibrotactile Feedback	27
Preliminary Assessment of a Postural Synergy-Based Exoskeleton for Post-Stroke Upper Limb Rehabilitation	27
A Semi-Powered Ankle Prosthesis and Unified Controller for Level and Sloped Walking	27
Accuracy of Temporo-Spatial and Lower Limb Joint Kinematics Parameters Using OpenPose for Various Gait Patterns With Orthosis	27
A Convolutional Neural Network Combined With Prototype Learning Framework for Brain Functional Network Classification of Autism Spectrum Disorder	27
Activities of Daily Living-Based Rehabilitation System for Arm and Hand Motor Function Retraining After Stroke	27
Energy Flow and Functional Behavior of Individual Muscles at Different Speeds During Human Walking	27
Exploring the Intrinsic Features of EEG Signals via Empirical Mode Decomposition for Depression Recognition	27
Deep Learning for Accelerometric Data Assessment and Ataxic Gait Monitoring	26
IMU-Based Deep Neural Networks: Prediction of Locomotor and Transition Intentions of an Osseointegrated Transfemoral Amputee	26
SeNic: An Open Source Dataset for sEMG-Based Gesture Recognition in Non-Ideal Conditions	26
A Multimodal Approach for Identifying Autism Spectrum Disorders in Children	26
3D-Printing and Upper-Limb Prosthetic Sockets: Promises and Pitfalls	26
A Transferable Adaptive Domain Adversarial Neural Network for Virtual Reality Augmented EMG-Based Gesture Recognition	26
Deep Multi-Scale Fusion of Convolutional Neural Networks for EMG-Based Movement Estimation	26
Simultaneous sEMG Recognition of Gestures and Force Levels for Interaction With Prosthetic Hand	26
Algorithms for Walking Speed Estimation Using a Lower-Back-Worn Inertial Sensor: A Cross-Validation on Speed Ranges	26
A Novel Classification Framework Using the Graph Representations of Electroencephalogram for Motor Imagery Based Brain-Computer Interface	25
Interhemispheric Functional Reorganization and its Structural Base After BCI-Guided Upper-Limb Training in Chronic Stroke	25
An fNIRS-Based Motor Imagery BCI for ALS: A Subject-Specific Data-Driven Approach	25
Graph Convolutional Networks for Assessment of Physical Rehabilitation Exercises	25
Motor Imagery Classification Using Inter-Task Transfer Learning via a Channel-Wise Variational Autoencoder-Based Convolutional Neural Network	25
Cross-Task Cognitive Workload Recognition Based on EEG and Domain Adaptation	25
TIE-EEGNet: Temporal Information Enhanced EEGNet for Seizure Subtype Classification	25
Transfer Learning for Clinical Sleep Pose Detection Using a Single 2D IR Camera	25
Capsule Network for ERP Detection in Brain-Computer Interface	25
CNN-Based Prognosis of BCI Rehabilitation Using EEG From First Session BCI Training	25
Dynamic Crosswalk Scene Understanding for the Visually Impaired	25
Wearable Supernumerary Robotic Limb System Using a Hybrid Control Approach Based on Motor Imagery and Object Detection	24
EEG-Channel-Temporal-Spectral-Attention Correlation for Motor Imagery EEG Classification	24
A Spectrally-Dense Encoding Method for Designing a High-Speed SSVEP-BCI With 120 Stimuli	24
Time-Frequency Maximal Information Coefficient Method and its Application to Functional Corticomuscular Coupling	24
Feasibility of Augmenting Ankle Exoskeleton Walking Performance With Step Length Biofeedback in Individuals With Cerebral Palsy	24
A BCI-Based Vibrotactile Neurofeedback Training Improves Motor Cortical Excitability During Motor Imagery	24
Alzheimer’s Disease Detection Using Comprehensive Analysis of Timed Up and Go Test via Kinect V.2 Camera and Machine Learning	23
Acceleration Gait Measures as Proxies for Motor Skill of Walking: A Narrative Review	23
Muscle Force Estimation Based on Neural Drive Information From Individual Motor Units	23
A Real-Time Movement Artifact Removal Method for Ambulatory Brain-Computer Interfaces	23
A Dual-Modal Approach Using Electromyography and Sonomyography Improves Prediction of Dynamic Ankle Movement: A Case Study	23
Filter Bank Convolutional Neural Network for Short Time-Window Steady-State Visual Evoked Potential Classification	23
Decoding Imagined Speech Based on Deep Metric Learning for Intuitive BCI Communication	23
Zero-Shot Learning for EEG Classification in Motor Imagery-Based BCI System	22
Eye Blink Artifact Detection With Novel Optimized Multi-Dimensional Electroencephalogram Features	22
Inference of Brain States Under Anesthesia With Meta Learning Based Deep Learning Models	22
Enhanced System Robustness of Asynchronous BCI in Augmented Reality Using Steady-State Motion Visual Evoked Potential	22
Wearable MMG-Plus-One Armband: Evaluation of Normal Force on Mechanomyography (MMG) to Enhance Human-Machine Interfacing	22
Design and Validation of a Wireless Body Sensor Network for Integrated EEG and HD-sEMG Acquisitions	22
Continuous Scoring of Depression From EEG Signals via a Hybrid of Convolutional Neural Networks	22
A Unified Analytical Framework With Multiple fNIRS Features for Mental Workload Assessment in the Prefrontal Cortex	22
Automatic Identification of High-Risk Autism Spectrum Disorder: A Feasibility Study Using Video and Audio Data Under the Still-Face Paradigm	21
Effective Connectivity in Default Mode Network for Alcoholism Diagnosis	21
Classification of Left-Versus Right-Hand Motor Imagery in Stroke Patients Using Supplementary Data Generated by CycleGAN	21
Transfer Learning With Optimal Transportation and Frequency Mixup for EEG-Based Motor Imagery Recognition	21
Embodiment for Robotic Lower-Limb Exoskeletons: A Narrative Review	21
A Spiking Neural Network With Adaptive Graph Convolution and LSTM for EEG-Based Brain-Computer Interfaces	21
Actuation Timing Perception of a Powered Ankle Exoskeleton and Its Associated Ankle Angle Changes During Walking	21
Improving IMU-Based Prediction of Lower Limb Kinematics in Natural Environments Using Egocentric Optical Flow	21
Brain-Computer-Spinal Interface Restores Upper Limb Function After Spinal Cord Injury	21
Analysis of Continuously Varying Kinematics for Prosthetic Leg Control Applications	21
Detection of Unsupervised Standardized Gait Tests From Real-World Inertial Sensor Data in Parkinson’s Disease	21
Time-Distributed Attention Network for EEG-Based Motor Imagery Decoding From the Same Limb	21
Effects of a Powered Knee-Ankle Prosthesis on Amputee Hip Compensations: A Case Series	21
ICA With CWT and k-means for Eye-Blink Artifact Removal From Fewer Channel EEG	21
Fall Risk Assessment for the Elderly Based on Weak Foot Features of Wearable Plantar Pressure	21
Promoting Functional and Independent Sitting in Children With Cerebral Palsy Using the Robotic Trunk Support Trainer	20
Unsupervised Domain Adaptation by Statistics Alignment for Deep Sleep Staging Networks	20
A Temporal Dependency Learning CNN With Attention Mechanism for MI-EEG Decoding	20
The Fundamental Property of Human Leg During Walking: Linearity and Nonlinearity	20
Significant Low-Dimensional Spectral-Temporal Features for Seizure Detection	20
A Pre-Gelled EEG Electrode and Its Application in SSVEP-Based BCI	20
Investigation of Different Time-Frequency Representations for Intelligibility Assessment of Dysarthric Speech	20
SSVEP-Based Brain-Computer Interface With a Limited Number of Frequencies Based on Dual-Frequency Biased Coding	20
Filter Bank-Driven Multivariate Synchronization Index for Training-Free SSVEP BCI	20
Cross-Subject Assistance: Inter- and Intra-Subject Maximal Correlation for Enhancing the Performance of SSVEP-Based BCIs	20

Motor Imagery EEG Decoding Based on Multi-Scale Hybrid Networks and Feature Enhancement	20
Scalp EEG-Based Pain Detection Using Convolutional Neural Network	20
Optimization of Spinal Cord Stimulation Using Bayesian Preference Learning and Its Validation	20
Usefulness of Muscle Synergy Analysis in Individuals With Knee Osteoarthritis During Gait	20
Sharpened and Mechanically Durable Carbon Fiber Electrode Arrays for Neural Recording	20
An Ankle-Foot Prosthesis for Rock Climbing Augmentation	20
Reducing Squat Physical Effort Using Personalized Assistance From an Ankle Exoskeleton	20
Individualized Gait Generation for Rehabilitation Robots Based on Recurrent Neural Networks	20
Reducing Calibration Efforts in RSVP Tasks With Multi-Source Adversarial Domain Adaptation	19
Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model	19
Optimizing Stimulus Frequency Ranges for Building a High-Rate High Frequency SSVEP-BCI	19
CTNN: A Convolutional Tensor-Train Neural Network for Multi-Task Brainprint Recognition	19
Regulating Metabolic Energy Among Joints During Human Walking Using a Multiarticular Unpowered Exoskeleton	19
Learning Invariant Patterns Based on a Convolutional Neural Network and Big Electroencephalography Data for Subject-Independent P300 Brain-Computer Interfaces	19
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants	19
EEG-Based Sleep Stage Classification via Neural Architecture Search	19
A Machine-Learning-Based Assessment Method for Early-Stage Neurocognitive Impairment by an Immersive Virtual Supermarket	19
Adaptive Single-Channel EEG Artifact Removal With Applications to Clinical Monitoring	19
Alterations in Muscle Networks in the Upper Extremity of Chronic Stroke Survivors	19
A Data-Driven Framework for Intention Prediction via Eye Movement With Applications to Assistive Systems	19
Electromyography Based Decoding of Dexterous, In-Hand Manipulation Motions With Temporal Multichannel Vision Transformers	18
SpindleU-Net: An Adaptive U-Net Framework for Sleep Spindle Detection in Single-Channel EEG	18
A Muscle Synergy-Inspired Method of Detecting Human Movement Intentions Based on Wearable Sensor Fusion	18
Adaptive Electrode Calibration Method Based on Muscle Core Activation Regions and Its Application in Myoelectric Pattern Recognition	18
Quantification of Motor Function Post-Stroke Using Novel Combination of Wearable Inertial and Mechanomyographic Sensors	18
Magnetometer-Free, IMU-Based Foot Progression Angle Estimation for Real-Life Walking Conditions	18
Real-Time Activity Recognition With Instantaneous Characteristic Features of Thigh Kinematics	18
Motion Imagery-BCI Based on EEG and Eye Movement Data Fusion	18
A Novel Myoelectric Control Scheme Supporting Synchronous Gesture Recognition and Muscle Force Estimation	18
A Probability Distribution Model-Based Approach for Foot Placement Prediction in the Early Swing Phase With a Wearable IMU Sensor	18
Effect of BCI-Controlled Pedaling Training System With Multiple Modalities of Feedback on Motor and Cognitive Function Rehabilitation of Early Subacute Stroke Patients	18
EEG-Based Seizure Prediction via Model Uncertainty Learning	18
Position Identification for Robust Myoelectric Control Against Electrode Shift	18
Targeted Stimulation of Retinal Ganglion Cells in Epiretinal Prostheses: A Multiscale Computational Study	18
Assessment of Upper-Extremity Joint Angles Using Harmony Exoskeleton	18
Performance Variation of a Somatosensory BCI Based on Imagined Sensation: A Large Population Study	17
Deep Reinforcement Learning for Physics-Based Musculoskeletal Simulations of Healthy Subjects and Transfemoral Prostheses’ Users During Normal Walking	17
A Multi-Variate Approach to Predicting Myoelectric Control Usability	17
Adaptive Oscillator-Based Assistive Torque Control for Gait Asymmetry Correction With a nSEA-Driven Hip Exoskeleton	17
Self-Attentive Channel-Connectivity Capsule Network for EEG-Based Driving Fatigue Detection	17
Allowing the Load to Swing Reduces the Mechanical Energy of the Stance Leg and Improves the Lateral Stability of Human Walking	17
Self-Supervised EEG Emotion Recognition Models Based on CNN	17
Cortical Pathways During Postural Control: New Insights From Functional EEG Source Connectivity	17
Towards Practical BCI-Driven Wheelchairs: A Systematic Review Study	17
IFNet: An Interactive Frequency Convolutional Neural Network for Enhancing Motor Imagery Decoding From EEG	17
Neural Dynamics for Facilitating ADHD Diagnosis in Preschoolers: Central and Parietal Delta Synchronization in the Kiddie Continuous Performance Test	17
Continuous Estimation of Human Knee Joint Angles by Fusing Kinematic and Myoelectric Signals	17
Design of a Robotic Coach for Motor, Social and Cognitive Skills Training Toward Applications With ASD Children	16
Getting a Grip on the Impact of Incidental Feedback From Body-Powered and Myoelectric Prostheses	16
Identification of Gait Events in Healthy Subjects and With Parkinson’s Disease Using Inertial Sensors: An Adaptive Unsupervised Learning Approach	16
Computational Modeling of Spatially Selective Retinal Stimulation With Temporally Interfering Electric Fields	16
Real-Time Multiple Gesture Recognition: Application of a Lightweight Individualized 1D CNN Model to an Edge Computing System	16
Identifying Refractory Epilepsy Without Structural Abnormalities by Fusing the Common Spatial Patterns of Functional and Effective EEG Networks	16
Multiscale Temporal Self-Attention and Dynamical Graph Convolution Hybrid Network for EEG-Based Stereogram Recognition	16
Evaluation of Model-Based Biomimetic Control of Prosthetic Finger Force for Grasp	16
A Novel Point-in-Polygon-Based sEMG Classifier for Hand Exoskeleton Systems	16
An Objective, Information-Based Approach for Selecting the Number of Muscle Synergies to be Extracted via Non-Negative Matrix Factorization	16
Soft, Lightweight Wearable Robots to Support the Upper Limb in Activities of Daily Living: A Feasibility Study on Chronic Stroke Patients	16
BWGAN-GP: An EEG Data Generation Method for Class Imbalance Problem in RSVP Tasks	16
ST-CapsNet: Linking Spatial and Temporal Attention With Capsule Network for P300 Detection Improvement	16
12 Degrees of Freedom Muscle Force Driven Fibril-Reinforced Poroviscoelastic Finite Element Model of the Knee Joint	16
The Effects of Incline Level on Optimized Lower-Limb Exoskeleton Assistance: A Case Series	16
Phase/Amplitude Synchronization of Brain Signals During Motor Imagery BCI Tasks	16
A Neural Network Estimation of Ankle Torques From Electromyography and Accelerometry	16
Jumping Knowledge Based Spatial-Temporal Graph Convolutional Networks for Automatic Sleep Stage Classification	16
Towards Soft Wearable Strain Sensors for Muscle Activity Monitoring	16
Characteristics of EEG Microstate Sequences During Propofol-Induced Alterations of Brain Consciousness States	16
Emotion Recognition of Subjects With Hearing Impairment Based on Fusion of Facial Expression and EEG Topographic Map	16
Paired Electrical Pulse Trains for Controlling Connectivity in Emotion-Related Brain Circuitry	16
Domain Adaptation With Self-Guided Adaptive Sampling Strategy: Feature Alignment for Cross-User Myoelectric Pattern Recognition	16
Cross-Session Emotion Recognition by Joint Label-Common and Label-Specific EEG Features Exploration	15
Alterations in Patients With First-Episode Depression in the Eyes-Open and Eyes-Closed Conditions: A Resting-State EEG Study	15
Multi-Source Transfer Learning for EEG Classification Based on Domain Adversarial Neural Network	15
Neural Applications Using Immersive Virtual Reality: A Review on EEG Studies	15
Electrical and Hemodynamic Neural Functions in People With ALS: An EEG-fNIRS Resting-State Study	15
An Immersive Computer-Mediated Caregiver-Child Interaction System for Young Children With Autism Spectrum Disorder	15
Multiscale Convolutional Transformer for EEG Classification of Mental Imagery in Different Modalities	15
Training Propulsion via Acceleration of the Trailing Limb	15
Transductive Learning Models for Accurate Ambulatory Gait Analysis in Elderly Residents of Assisted Living Facilities	15
Design and Experimental Evaluation of a Lower-Limb Exoskeleton for Assisting Workers With Motorized Tuning of Squat Heights	15
Assessing Schizophrenia Patients Through Linguistic and Acoustic Features Using Deep Learning Techniques	15
CMAP Scan Examination of the First Dorsal Interosseous Muscle After Spinal Cord Injury	15
Effective Evaluation of Finger Sensation Evoking by Non-Invasive Stimulation for Sensory Function Recovery in Transradial Amputees	15
Brain Structure-Function Fusing Representation Learning Using Adversarial Decomposed-VAE for Analyzing MCI	15
AI-Driven Stroke Rehabilitation Systems and Assessment: A Systematic Review	15
Effect of a Swing-Assist Knee Prosthesis on Stair Ambulation	14
Latency Aligning Task-Related Component Analysis Using Wave Propagation for Enhancing SSVEP-Based BCIs	14
Intralobular and Interlobular Parietal Functional Network Correlated to MI-BCI Performance	14
Augmented Reality Driven Steady-State Visual Evoked Potentials for Wheelchair Navigation	14
Exploring the Relationship Between EMG Feature Space Characteristics and Control Performance in Machine Learning Myoelectric Control	14
Characterization of Bimanual Cyclical Tasks From Single-Trial EEG-fNIRS Measurements	14
StereoPilot: A Wearable Target Location System for Blind and Visually Impaired Using Spatial Audio Rendering	14
User Performance With a Transradial Multi-Articulating Hand Prosthesis During Pattern Recognition and Direct Control Home Use	14
Correlation Analysis of EEG Brain Network With Modulated Acoustic Stimulation for Chronic Tinnitus Patients	14
Clinical Validation of BCI-Controlled Wheelchairs in Subjects With Severe Spinal Cord Injury	14