IEEE Transactions on Neural Systems and Rehabilitation Engineering

Article	Citations
An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG	269
A Computerized Method for Automatic Detection of Schizophrenia Using EEG Signals	122
Performance Evaluation of Lower Limb Exoskeletons: A Systematic Review	113
Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification	112
Transcutaneous Spinal Cord Stimulation Restores Hand and Arm Function After Spinal Cord Injury	107
Bispectrum-Based Channel Selection for Motor Imagery Based Brain-Computer Interfacing	98
A New Framework for Automatic Detection of Patients With Mild Cognitive Impairment Using Resting-State EEG Signals	88
Improving the Performance of Individually Calibrated SSVEP-BCI by Task- Discriminant Component Analysis	84
A Temporal-Spectral-Based Squeeze-and- Excitation Feature Fusion Network for Motor Imagery EEG Decoding	78
A Transformer-Based Approach Combining Deep Learning Network and Spatial-Temporal Information for Raw EEG Classification	77
FS-HGR: Few-Shot Learning for Hand Gesture Recognition via Electromyography	76
Learning Common Time-Frequency-Spatial Patterns for Motor Imagery Classification	73
Physics-Informed Deep Learning for Musculoskeletal Modeling: Predicting Muscle Forces and Joint Kinematics From Surface EMG	73
EEG Conformer: Convolutional Transformer for EEG Decoding and Visualization	72
A Multi-Scale Fusion Convolutional Neural Network Based on Attention Mechanism for the Visualization Analysis of EEG Signals Decoding	71
Neural Decoding of Imagined Speech and Visual Imagery as Intuitive Paradigms for BCI Communication	69
Dreem Open Datasets: Multi-Scored Sleep Datasets to Compare Human and Automated Sleep Staging	68
Combination of Augmented Reality Based Brain- Computer Interface and Computer Vision for High-Level Control of a Robotic Arm	66
EEG-Inception: A Novel Deep Convolutional Neural Network for Assistive ERP-Based Brain-Computer Interfaces	65
Design and Experimental Evaluation of a Semi-Passive Upper-Limb Exoskeleton for Workers With Motorized Tuning of Assistance	65
Observing Actions Through Immersive Virtual Reality Enhances Motor Imagery Training	62
Computer Vision to Automatically Assess Infant Neuromotor Risk	62
Speech Vision: An End-to-End Deep Learning-Based Dysarthric Automatic Speech Recognition System	62
Enhancing EEG-Based Classification of Depression Patients Using Spatial Information	61
Brain Functional Networks Based on Resting-State EEG Data for Major Depressive Disorder Analysis and Classification	59

Seizure Prediction Using Directed Transfer Function and Convolution Neural Network on Intracranial EEG	59
RobustSleepNet: Transfer Learning for Automated Sleep Staging at Scale	58
An Effective Dual Self-Attention Residual Network for Seizure Prediction	57
Motor Imagery EEG Decoding Method Based on a Discriminative Feature Learning Strategy	56
Symbitron Exoskeleton: Design, Control, and Evaluation of a Modular Exoskeleton for Incomplete and Complete Spinal Cord Injured Individuals	56
DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model With Uncertainty Estimates	53
Inter- and Intra-Subject Transfer Reduces Calibration Effort for High-Speed SSVEP-Based BCIs	52
Motor Imagery Hand Movement Direction Decoding Using Brain Computer Interface to Aid Stroke Recovery and Rehabilitation	52
Deep Temporal-Spatial Feature Learning for Motor Imagery-Based Brain–Computer Interfaces	51
Dynamic Joint Domain Adaptation Network for Motor Imagery Classification	51
Open Access Dataset, Toolbox and Benchmark Processing Results of High-Density Surface Electromyogram Recordings	50
Self-Aligning Mechanism Improves Comfort and Performance With a Powered Knee Exoskeleton	50
Enhanced Motor Imagery Based Brain- Computer Interface via FES and VR for Lower Limbs	49
Convolutional Correlation Analysis for Enhancing the Performance of SSVEP-Based Brain-Computer Interface	48
An Improved Performance of Deep Learning Based on Convolution Neural Network to Classify the Hand Motion by Evaluating Hyper Parameter	48
Passive Shoulder Exoskeletons: More Effective in the Lab Than in the Field?	47
A Tensor-Based Frequency Features Combination Method for Brain–Computer Interfaces	46
Optimizing Exoskeleton Assistance for Faster Self-Selected Walking	46
Seizure Onset Detection Using Empirical Mode Decomposition and Common Spatial Pattern	45
Capsule Attention for Multimodal EEG-EOG Representation Learning With Application to Driver Vigilance Estimation	45
Computer Vision-Based Grasp Pattern Recognition With Application to Myoelectric Control of Dexterous Hand Prosthesis	45
Topological Network Analysis of Early Alzheimer’s Disease Based on Resting-State EEG	43
VME-DWT: An Efficient Algorithm for Detection and Elimination of Eye Blink From Short Segments of Single EEG Channel	42
Epileptic Seizure Detection Based on Bidirectional Gated Recurrent Unit Network	42
An EMG-Driven Musculoskeletal Model for Estimating Continuous Wrist Motion	41
Cross-Subject Zero Calibration Driver’s Drowsiness Detection: Exploring Spatiotemporal Image Encoding of EEG Signals for Convolutional Neural Network Classification	40
Cervical Spinal Cord Transcutaneous Stimulation Improves Upper Extremity and Hand Function in People With Complete Tetraplegia: A Case Study	40
Improved High-Density Myoelectric Pattern Recognition Control Against Electrode Shift Using Data Augmentation and Dilated Convolutional Neural Network	39
Region Based Parallel Hierarchy Convolutional Neural Network for Automatic Facial Nerve Paralysis Evaluation	39
Gait Adaptation Using a Cable-Driven Active Leg Exoskeleton (C-ALEX) With Post-Stroke Participants	38
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction	37
Modeling EEG Data Distribution With a Wasserstein Generative Adversarial Network to Predict RSVP Events	37
Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble	36
Lower-Limb Joint Torque Prediction Using LSTM Neural Networks and Transfer Learning	36
EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG With an Application to Emotion Recognition	36
Wearable Lower-Limb Exoskeleton for Children With Cerebral Palsy: A Systematic Review of Mechanical Design, Actuation Type, Control Strategy, and Clinical Evaluation	35
Design and Validation of a Self-Aligning Index Finger Exoskeleton for Post-Stroke Rehabilitation	35
Patient-Specific Seizure Prediction via Adder Network and Supervised Contrastive Learning	35
Deep Spatio-Temporal Representation and Ensemble Classification for Attention Deficit/Hyperactivity Disorder	34
Sparse Adaptive Graph Convolutional Network for Leg Agility Assessment in Parkinson’s Disease	34
Learning, Generalization, and Scalability of Abstract Myoelectric Control	34
SincNet-Based Hybrid Neural Network for Motor Imagery EEG Decoding	34
Continuous Gait Phase Estimation Using LSTM for Robotic Transfemoral Prosthesis Across Walking Speeds	34
An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification	34
Inter-Subject Domain Adaptation for CNN-Based Wrist Kinematics Estimation Using sEMG	33
Motion and Muscle Artifact Removal Validation Using an Electrical Head Phantom, Robotic Motion Platform, and Dual Layer Mobile EEG	32
Dynamic Reorganization of Functional Connectivity Unmasks Fatigue Related Performance Declines in Simulated Driving	32
FGANet: fNIRS-Guided Attention Network for Hybrid EEG-fNIRS Brain-Computer Interfaces	32
Automated Dysarthria Severity Classification: A Study on Acoustic Features and Deep Learning Techniques	32
Feature Extraction and Identification of Alzheimer’s Disease based on Latent Factor of Multi-Channel EEG	31

EEG Based Dynamic Functional Connectivity Analysis in Mental Workload Tasks With Different Types of Information	31
BECT Spike Detection Based on Novel EEG Sequence Features and LSTM Algorithms	30
Classification of First-Episode Schizophrenia, Chronic Schizophrenia and Healthy Control Based on Brain Network of Mismatch Negativity by Graph Neural Network	30
Analysis of Functional Brain Network in MDD Based on Improved Empirical Mode Decomposition With Resting State EEG Data	29
Machine-Learning-Based Prediction of Gait Events From EMG in Cerebral Palsy Children	29
SSVEP-Based Brain Computer Interface Controlled Soft Robotic Glove for Post-Stroke Hand Function Rehabilitation	29
Multi-View Multi-Scale Optimization of Feature Representation for EEG Classification Improvement	28
SleepFCN: A Fully Convolutional Deep Learning Framework for Sleep Stage Classification Using Single-Channel Electroencephalograms	28
Enhanced Performance of a Brain Switch by Simultaneous Use of EEG and NIRS Data for Asynchronous Brain-Computer Interface	27
EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning	27
Selection of Muscle-Activity-Based Cost Function in Human-in-the-Loop Optimization of Multi-Gait Ankle Exoskeleton Assistance	27
fNIRS Evidence for Distinguishing Patients With Major Depression and Healthy Controls	27
Adaptive Spatial Filtering of High-Density EMG for Reducing the Influence of Noise and Artefacts in Myoelectric Control	26
On the Deep Learning Models for EEG-Based Brain-Computer Interface Using Motor Imagery	26
Synergy-Based Neural Interface for Human Gait Tracking With Deep Learning	26
Design of an Interactive Virtual Reality System, InViRS, for Joint Attention Practice in Autistic Children	26
A Semi-Powered Ankle Prosthesis and Unified Controller for Level and Sloped Walking	26
Immersive Virtual Reality for the Cognitive Rehabilitation of Stroke Survivors	26
A Model Combining Multi Branch Spectral-Temporal CNN, Efficient Channel Attention, and LightGBM for MI-BCI Classification	26
Energy Flow and Functional Behavior of Individual Muscles at Different Speeds During Human Walking	26
Algorithms for Walking Speed Estimation Using a Lower-Back-Worn Inertial Sensor: A Cross-Validation on Speed Ranges	26
Accuracy of Temporo-Spatial and Lower Limb Joint Kinematics Parameters Using OpenPose for Various Gait Patterns With Orthosis	25
Preliminary Assessment of a Postural Synergy-Based Exoskeleton for Post-Stroke Upper Limb Rehabilitation	25
Increased Symmetry of Lower-Limb Amputees Walking With Concurrent Bilateral Vibrotactile Feedback	25
IoT Services and Applications in Rehabilitation: An Interdisciplinary and Meta-Analysis Review	25
Understanding Limb Position and External Load Effects on Real-Time Pattern Recognition Control in Amputees	25
An Investigation of Olfactory-Enhanced Video on EEG-Based Emotion Recognition	25
Deep Learning-Based Near-Fall Detection Algorithm for Fall Risk Monitoring System Using a Single Inertial Measurement Unit	25
Dynamic Crosswalk Scene Understanding for the Visually Impaired	25
Deep Learning for Accelerometric Data Assessment and Ataxic Gait Monitoring	25
Deep Multi-Scale Fusion of Convolutional Neural Networks for EMG-Based Movement Estimation	24
CNN-Based Prognosis of BCI Rehabilitation Using EEG From First Session BCI Training	24
Stress-Induced Effects in Resting EEG Spectra Predict the Performance of SSVEP-Based BCI	24
Motor Imagery Classification Using Inter-Task Transfer Learning via a Channel-Wise Variational Autoencoder-Based Convolutional Neural Network	24
Pneumatic AFO Powered by a Miniature Custom Compressor for Drop Foot Correction	24
Activities of Daily Living-Based Rehabilitation System for Arm and Hand Motor Function Retraining After Stroke	24
IMU-Based Deep Neural Networks: Prediction of Locomotor and Transition Intentions of an Osseointegrated Transfemoral Amputee	24
Feasibility of Augmenting Ankle Exoskeleton Walking Performance With Step Length Biofeedback in Individuals With Cerebral Palsy	23
A 3D Printed Soft Robotic Hand With Embedded Soft Sensors for Direct Transition Between Hand Gestures and Improved Grasping Quality and Diversity	23
Interhemispheric Functional Reorganization and its Structural Base After BCI-Guided Upper-Limb Training in Chronic Stroke	23
A Transferable Adaptive Domain Adversarial Neural Network for Virtual Reality Augmented EMG-Based Gesture Recognition	23
A Backpack Minimizing the Vertical Acceleration of the Load Improves the Economy of Human Walking	23
Retinal Degeneration Reduces Consistency of Network-Mediated Responses Arising in Ganglion Cells to Electric Stimulation	23
A BCI-Based Vibrotactile Neurofeedback Training Improves Motor Cortical Excitability During Motor Imagery	23
Filter Bank Convolutional Neural Network for Short Time-Window Steady-State Visual Evoked Potential Classification	22
EEG-Based Graph Neural Network Classification of Alzheimer’s Disease: An Empirical Evaluation of Functional Connectivity Methods	22
A Dual-Modal Approach Using Electromyography and Sonomyography Improves Prediction of Dynamic Ankle Movement: A Case Study	22
A Novel Classification Framework Using the Graph Representations of Electroencephalogram for Motor Imagery Based Brain-Computer Interface	22
Cross-Task Cognitive Workload Recognition Based on EEG and Domain Adaptation	22
An fNIRS-Based Motor Imagery BCI for ALS: A Subject-Specific Data-Driven Approach	22
A Unified Analytical Framework With Multiple fNIRS Features for Mental Workload Assessment in the Prefrontal Cortex	22
Online Grasp Force Estimation From the Transient EMG	22
Eye Blink Artifact Detection With Novel Optimized Multi-Dimensional Electroencephalogram Features	22
Single-Source to Single-Target Cross-Subject Motor Imagery Classification Based on Multisubdomain Adaptation Network	22
Transfer Learning for Clinical Sleep Pose Detection Using a Single 2D IR Camera	21
3D-Printing and Upper-Limb Prosthetic Sockets: Promises and Pitfalls	21
Muscle Force Estimation Based on Neural Drive Information From Individual Motor Units	21
Time-Distributed Attention Network for EEG-Based Motor Imagery Decoding From the Same Limb	21
User-Driven Functional Movement Training With a Wearable Hand Robot After Stroke	21
Fall Risk Assessment for the Elderly Based on Weak Foot Features of Wearable Plantar Pressure	21
Analysis of Continuously Varying Kinematics for Prosthetic Leg Control Applications	21
Deep Cerebellar Low-Intensity Focused Ultrasound Stimulation Restores Interhemispheric Balance after Ischemic Stroke in Mice	21
Hand Kinematics Characterization While Performing Activities of Daily Living Through Kinematics Reduction	21
A Real-Time Movement Artifact Removal Method for Ambulatory Brain-Computer Interfaces	21
Acceleration Gait Measures as Proxies for Motor Skill of Walking: A Narrative Review	21
OGSSL: A Semi-Supervised Classification Model Coupled With Optimal Graph Learning for EEG Emotion Recognition	21
A Spectrally-Dense Encoding Method for Designing a High-Speed SSVEP-BCI With 120 Stimuli	21
Actuation Timing Perception of a Powered Ankle Exoskeleton and Its Associated Ankle Angle Changes During Walking	21
Graph Convolutional Networks for Assessment of Physical Rehabilitation Exercises	21
A Multimodal Approach for Identifying Autism Spectrum Disorders in Children	21
Detection of Unsupervised Standardized Gait Tests From Real-World Inertial Sensor Data in Parkinson’s Disease	20
Zero-Shot Learning for EEG Classification in Motor Imagery-Based BCI System	20
Sharpened and Mechanically Durable Carbon Fiber Electrode Arrays for Neural Recording	20
Iterative Filtering Decomposition Based Early Dementia Diagnosis Using EEG With Cognitive Tests	20
Improved Domain Adaptation Network Based on Wasserstein Distance for Motor Imagery EEG Classification	20
Decoding Imagined Speech Based on Deep Metric Learning for Intuitive BCI Communication	20
Wearable Supernumerary Robotic Limb System Using a Hybrid Control Approach Based on Motor Imagery and Object Detection	20
Capsule Network for ERP Detection in Brain-Computer Interface	20
Continuous Scoring of Depression From EEG Signals via a Hybrid of Convolutional Neural Networks	20
Significant Low-Dimensional Spectral-Temporal Features for Seizure Detection	20

Brain-Computer-Spinal Interface Restores Upper Limb Function After Spinal Cord Injury	20
Wearable MMG-Plus-One Armband: Evaluation of Normal Force on Mechanomyography (MMG) to Enhance Human-Machine Interfacing	20
Filter Bank-Driven Multivariate Synchronization Index for Training-Free SSVEP BCI	20
Enhanced System Robustness of Asynchronous BCI in Augmented Reality Using Steady-State Motion Visual Evoked Potential	20
Stiffness-Optimized Ankle-Foot Orthoses Improve Walking Energy Cost Compared to Conventional Orthoses in Neuromuscular Disorders: A Prospective Uncontrolled Intervention Study	20
Time-Frequency Maximal Information Coefficient Method and its Application to Functional Corticomuscular Coupling	20
Simultaneous sEMG Recognition of Gestures and Force Levels for Interaction With Prosthetic Hand	20
Scalp EEG-Based Pain Detection Using Convolutional Neural Network	19
SSVEP-Based Brain-Computer Interface With a Limited Number of Frequencies Based on Dual-Frequency Biased Coding	19
Adaptive Single-Channel EEG Artifact Removal With Applications to Clinical Monitoring	19
SeNic: An Open Source Dataset for sEMG-Based Gesture Recognition in Non-Ideal Conditions	19
Exploring the Intrinsic Features of EEG Signals via Empirical Mode Decomposition for Depression Recognition	19
Design and Validation of a Wireless Body Sensor Network for Integrated EEG and HD-sEMG Acquisitions	19
Effects of a Powered Knee-Ankle Prosthesis on Amputee Hip Compensations: A Case Series	19
A Data-Driven Framework for Intention Prediction via Eye Movement With Applications to Assistive Systems	19
Automatic Identification of High-Risk Autism Spectrum Disorder: A Feasibility Study Using Video and Audio Data Under the Still-Face Paradigm	19
Cross-Subject Assistance: Inter- and Intra-Subject Maximal Correlation for Enhancing the Performance of SSVEP-Based BCIs	19
A Muscle Synergy-Inspired Method of Detecting Human Movement Intentions Based on Wearable Sensor Fusion	18
A Convolutional Neural Network Combined With Prototype Learning Framework for Brain Functional Network Classification of Autism Spectrum Disorder	18
Targeted Stimulation of Retinal Ganglion Cells in Epiretinal Prostheses: A Multiscale Computational Study	18
TIE-EEGNet: Temporal Information Enhanced EEGNet for Seizure Subtype Classification	18
Feature Classification Method of Resting-State EEG Signals From Amnestic Mild Cognitive Impairment With Type 2 Diabetes Mellitus Based on Multi-View Convolutional Neural Network	18
Promoting Functional and Independent Sitting in Children With Cerebral Palsy Using the Robotic Trunk Support Trainer	18
A Machine-Learning-Based Assessment Method for Early-Stage Neurocognitive Impairment by an Immersive Virtual Supermarket	18
Unsupervised Domain Adaptation by Statistics Alignment for Deep Sleep Staging Networks	18
An Ankle-Foot Prosthesis for Rock Climbing Augmentation	18
Magnetometer-Free, IMU-Based Foot Progression Angle Estimation for Real-Life Walking Conditions	18
Optimization of Spinal Cord Stimulation Using Bayesian Preference Learning and Its Validation	18
Reducing Calibration Efforts in RSVP Tasks With Multi-Source Adversarial Domain Adaptation	18
Regulating Metabolic Energy Among Joints During Human Walking Using a Multiarticular Unpowered Exoskeleton	18
Effective Connectivity in Default Mode Network for Alcoholism Diagnosis	18
A Virtual-Reality System Integrated With Neuro-Behavior Sensing for Attention-Deficit/Hyperactivity Disorder Intelligent Assessment	18
Individualized Gait Generation for Rehabilitation Robots Based on Recurrent Neural Networks	18
Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model	17
Deep Reinforcement Learning for Physics-Based Musculoskeletal Simulations of Healthy Subjects and Transfemoral Prostheses’ Users During Normal Walking	17
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants	17
Transfer Learning With Optimal Transportation and Frequency Mixup for EEG-Based Motor Imagery Recognition	17
CTNN: A Convolutional Tensor-Train Neural Network for Multi-Task Brainprint Recognition	17
Usefulness of Muscle Synergy Analysis in Individuals With Knee Osteoarthritis During Gait	17
Motion Imagery-BCI Based on EEG and Eye Movement Data Fusion	17
A Probability Distribution Model-Based Approach for Foot Placement Prediction in the Early Swing Phase With a Wearable IMU Sensor	17
Assessment of Upper-Extremity Joint Angles Using Harmony Exoskeleton	17
SpindleU-Net: An Adaptive U-Net Framework for Sleep Spindle Detection in Single-Channel EEG	17
Adaptive Electrode Calibration Method Based on Muscle Core Activation Regions and Its Application in Myoelectric Pattern Recognition	17
Classification of Left-Versus Right-Hand Motor Imagery in Stroke Patients Using Supplementary Data Generated by CycleGAN	17
Quantification of Motor Function Post-Stroke Using Novel Combination of Wearable Inertial and Mechanomyographic Sensors	17
ICA With CWT and k-means for Eye-Blink Artifact Removal From Fewer Channel EEG	17
Cortical Pathways During Postural Control: New Insights From Functional EEG Source Connectivity	17
A Spiking Neural Network With Adaptive Graph Convolution and LSTM for EEG-Based Brain-Computer Interfaces	16
Multi-View Broad Learning System for Primate Oculomotor Decision Decoding	16
Reducing Squat Physical Effort Using Personalized Assistance From an Ankle Exoskeleton	16
Effect of BCI-Controlled Pedaling Training System With Multiple Modalities of Feedback on Motor and Cognitive Function Rehabilitation of Early Subacute Stroke Patients	16
A Pre-Gelled EEG Electrode and Its Application in SSVEP-Based BCI	16
Inference of Brain States Under Anesthesia With Meta Learning Based Deep Learning Models	16
BWGAN-GP: An EEG Data Generation Method for Class Imbalance Problem in RSVP Tasks	16
Characteristics of EEG Microstate Sequences During Propofol-Induced Alterations of Brain Consciousness States	16
Motor Imagery EEG Decoding Based on Multi-Scale Hybrid Networks and Feature Enhancement	16
Alterations in Muscle Networks in the Upper Extremity of Chronic Stroke Survivors	16
Reliability and Agreement of 3D Anthropometric Measurements in Facial Palsy Patients Using a Low-Cost 4D Imaging System	16
Embodiment for Robotic Lower-Limb Exoskeletons: A Narrative Review	16
Real-Time Multiple Gesture Recognition: Application of a Lightweight Individualized 1D CNN Model to an Edge Computing System	16
Learning Invariant Patterns Based on a Convolutional Neural Network and Big Electroencephalography Data for Subject-Independent P300 Brain-Computer Interfaces	16
Multiscale Temporal Self-Attention and Dynamical Graph Convolution Hybrid Network for EEG-Based Stereogram Recognition	16
EEG-Channel-Temporal-Spectral-Attention Correlation for Motor Imagery EEG Classification	16
EEG-Based Seizure Prediction via Model Uncertainty Learning	16
Investigation of Different Time-Frequency Representations for Intelligibility Assessment of Dysarthric Speech	16
Design and Validation of a Lower-Limb Haptic Rehabilitation Robot	15
Paired Electrical Pulse Trains for Controlling Connectivity in Emotion-Related Brain Circuitry	15
Preliminary Assessment of a Hand and Arm Exoskeleton for Enabling Bimanual Tasks for Individuals With Hemiparesis	15
Phase/Amplitude Synchronization of Brain Signals During Motor Imagery BCI Tasks	15
Optimizing Stimulus Frequency Ranges for Building a High-Rate High Frequency SSVEP-BCI	15
Training Propulsion via Acceleration of the Trailing Limb	15
IFNet: An Interactive Frequency Convolutional Neural Network for Enhancing Motor Imagery Decoding From EEG	15
12 Degrees of Freedom Muscle Force Driven Fibril-Reinforced Poroviscoelastic Finite Element Model of the Knee Joint	15
A Novel Point-in-Polygon-Based sEMG Classifier for Hand Exoskeleton Systems	15
Neural Dynamics for Facilitating ADHD Diagnosis in Preschoolers: Central and Parietal Delta Synchronization in the Kiddie Continuous Performance Test	15
Real-Time Activity Recognition With Instantaneous Characteristic Features of Thigh Kinematics	15
CMAP Scan Examination of the First Dorsal Interosseous Muscle After Spinal Cord Injury	15
Alzheimer’s Disease Detection Using Comprehensive Analysis of Timed Up and Go Test via Kinect V.2 Camera and Machine Learning	15
The Effects of Incline Level on Optimized Lower-Limb Exoskeleton Assistance: A Case Series	15
Improving IMU-Based Prediction of Lower Limb Kinematics in Natural Environments Using Egocentric Optical Flow	15
EEG Functional Connectivity Predicts Individual Behavioural Impairment During Mental Fatigue	15
Identification of Gait Events in Healthy Subjects and With Parkinson’s Disease Using Inertial Sensors: An Adaptive Unsupervised Learning Approach	15
Exploring the Relationship Between EMG Feature Space Characteristics and Control Performance in Machine Learning Myoelectric Control	14
Evaluation of a Simultaneous Myoelectric Control Strategy for a Multi-DoF Transradial Prosthesis	14
Effect of a Swing-Assist Knee Prosthesis on Stair Ambulation	14
EEG-Based Sleep Stage Classification via Neural Architecture Search	14
A Brain Network Analysis-Based Double Way Deep Neural Network for Emotion Recognition	14
Multidimensional Feature Optimization Based Eye Blink Detection Under Epileptiform Discharges	14
Electromyography Based Decoding of Dexterous, In-Hand Manipulation Motions With Temporal Multichannel Vision Transformers	14
Adding Haptic Feedback to Virtual Environments With a Cable-Driven Robot Improves Upper Limb Spatio-Temporal Parameters During a Manual Handling Task	14
Allowing the Load to Swing Reduces the Mechanical Energy of the Stance Leg and Improves the Lateral Stability of Human Walking	14
A Neural Network Estimation of Ankle Torques From Electromyography and Accelerometry	14
Getting a Grip on the Impact of Incidental Feedback From Body-Powered and Myoelectric Prostheses	14
Augmented Reality Driven Steady-State Visual Evoked Potentials for Wheelchair Navigation	14