IEEE Transactions on Neural Systems and Rehabilitation Engineering

Article	Citations
An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG	249
Brain-Controlled Robotic Arm System Based on Multi-Directional CNN-BiLSTM Network Using EEG Signals	186
A Computerized Method for Automatic Detection of Schizophrenia Using EEG Signals	113
Performance Evaluation of Lower Limb Exoskeletons: A Systematic Review	107
Multi-View Spatial-Temporal Graph Convolutional Networks With Domain Generalization for Sleep Stage Classification	105
Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces	98
Transcutaneous Spinal Cord Stimulation Restores Hand and Arm Function After Spinal Cord Injury	96
Bispectrum-Based Channel Selection for Motor Imagery Based Brain-Computer Interfacing	94
A New Framework for Automatic Detection of Patients With Mild Cognitive Impairment Using Resting-State EEG Signals	86
Improving the Performance of Individually Calibrated SSVEP-BCI by Task- Discriminant Component Analysis	81
FS-HGR: Few-Shot Learning for Hand Gesture Recognition via Electromyography	73
Wearable Assistive Tactile Communication Interface Based on Integrated Touch Sensors and Actuators	70
Learning Common Time-Frequency-Spatial Patterns for Motor Imagery Classification	69
A Multi-Scale Fusion Convolutional Neural Network Based on Attention Mechanism for the Visualization Analysis of EEG Signals Decoding	69
Detecting High-Functioning Autism in Adults Using Eye Tracking and Machine Learning	68
Physics-Informed Deep Learning for Musculoskeletal Modeling: Predicting Muscle Forces and Joint Kinematics From Surface EMG	68
A Temporal-Spectral-Based Squeeze-and- Excitation Feature Fusion Network for Motor Imagery EEG Decoding	67
Neural Decoding of Imagined Speech and Visual Imagery as Intuitive Paradigms for BCI Communication	67
How Sensitive Are EEG Results to Preprocessing Methods: A Benchmarking Study	64
Dreem Open Datasets: Multi-Scored Sleep Datasets to Compare Human and Automated Sleep Staging	64
Combination of Augmented Reality Based Brain- Computer Interface and Computer Vision for High-Level Control of a Robotic Arm	61
Design and Experimental Evaluation of a Semi-Passive Upper-Limb Exoskeleton for Workers With Motorized Tuning of Assistance	60
A Transformer-Based Approach Combining Deep Learning Network and Spatial-Temporal Information for Raw EEG Classification	60
Computer Vision to Automatically Assess Infant Neuromotor Risk	58
RobustSleepNet: Transfer Learning for Automated Sleep Staging at Scale	57

Observing Actions Through Immersive Virtual Reality Enhances Motor Imagery Training	56
Motor Imagery EEG Decoding Method Based on a Discriminative Feature Learning Strategy	56
Enhancing EEG-Based Classification of Depression Patients Using Spatial Information	56
Brain Functional Networks Based on Resting-State EEG Data for Major Depressive Disorder Analysis and Classification	55
Speech Vision: An End-to-End Deep Learning-Based Dysarthric Automatic Speech Recognition System	55
EEG-Inception: A Novel Deep Convolutional Neural Network for Assistive ERP-Based Brain-Computer Interfaces	54
Symbitron Exoskeleton: Design, Control, and Evaluation of a Modular Exoskeleton for Incomplete and Complete Spinal Cord Injured Individuals	54
An Effective Dual Self-Attention Residual Network for Seizure Prediction	53
Seizure Prediction Using Directed Transfer Function and Convolution Neural Network on Intracranial EEG	53
Deep Temporal-Spatial Feature Learning for Motor Imagery-Based Brain–Computer Interfaces	51
Inter- and Intra-Subject Transfer Reduces Calibration Effort for High-Speed SSVEP-Based BCIs	51
DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model With Uncertainty Estimates	51
Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment Approach	50
Motor Imagery Hand Movement Direction Decoding Using Brain Computer Interface to Aid Stroke Recovery and Rehabilitation	49
Self-Aligning Mechanism Improves Comfort and Performance With a Powered Knee Exoskeleton	48
An Improved Performance of Deep Learning Based on Convolution Neural Network to Classify the Hand Motion by Evaluating Hyper Parameter	48
Enhanced Motor Imagery Based Brain- Computer Interface via FES and VR for Lower Limbs	47
Open Access Dataset, Toolbox and Benchmark Processing Results of High-Density Surface Electromyogram Recordings	47
EEG Conformer: Convolutional Transformer for EEG Decoding and Visualization	47
Dynamic Joint Domain Adaptation Network for Motor Imagery Classification	46
Convolutional Correlation Analysis for Enhancing the Performance of SSVEP-Based Brain-Computer Interface	45
A Tensor-Based Frequency Features Combination Method for Brain–Computer Interfaces	44
Improving Grasp Function After Spinal Cord Injury With a Soft Robotic Glove	43
Seizure Onset Detection Using Empirical Mode Decomposition and Common Spatial Pattern	43
Passive Shoulder Exoskeletons: More Effective in the Lab Than in the Field?	43
Optimizing Exoskeleton Assistance for Faster Self-Selected Walking	43
VME-DWT: An Efficient Algorithm for Detection and Elimination of Eye Blink From Short Segments of Single EEG Channel	42
Topological Network Analysis of Early Alzheimer’s Disease Based on Resting-State EEG	42
Capsule Attention for Multimodal EEG-EOG Representation Learning With Application to Driver Vigilance Estimation	41
An EMG-Driven Musculoskeletal Model for Estimating Continuous Wrist Motion	40
Computer Vision-Based Grasp Pattern Recognition With Application to Myoelectric Control of Dexterous Hand Prosthesis	40
Merging fNIRS-EEG Brain Monitoring and Body Motion Capture to Distinguish Parkinsons Disease	39
Enhancing Communication for People in Late-Stage ALS Using an fNIRS-Based BCI System	39
IMU-Based Locomotion Mode Identification for Transtibial Prostheses, Orthoses, and Exoskeletons	39
Cervical Spinal Cord Transcutaneous Stimulation Improves Upper Extremity and Hand Function in People With Complete Tetraplegia: A Case Study	38
Improved High-Density Myoelectric Pattern Recognition Control Against Electrode Shift Using Data Augmentation and Dilated Convolutional Neural Network	38
Gait Adaptation Using a Cable-Driven Active Leg Exoskeleton (C-ALEX) With Post-Stroke Participants	37
A Heterogeneous Sensing Suite for Multisymptom Quantification of Parkinson’s Disease	37
Classification of Electromyographic Hand Gesture Signals Using Modified Fuzzy C-Means Clustering and Two-Step Machine Learning Approach	37
Cross-Subject Zero Calibration Driver’s Drowsiness Detection: Exploring Spatiotemporal Image Encoding of EEG Signals for Convolutional Neural Network Classification	36
Region Based Parallel Hierarchy Convolutional Neural Network for Automatic Facial Nerve Paralysis Evaluation	36
Design and Validation of a Self-Aligning Index Finger Exoskeleton for Post-Stroke Rehabilitation	35
Modeling EEG Data Distribution With a Wasserstein Generative Adversarial Network to Predict RSVP Events	35
Epileptic Seizure Detection Based on Bidirectional Gated Recurrent Unit Network	35
Social Human-Robot Interaction for Gait Rehabilitation	34
Intent Prediction Based on Biomechanical Coordination of EMG and Vision-Filtered Gaze for End-Point Control of an Arm Prosthesis	34
Continuous Gait Phase Estimation Using LSTM for Robotic Transfemoral Prosthesis Across Walking Speeds	34
Neuromuscular Controller Embedded in a Powered Ankle Exoskeleton: Effects on Gait, Clinical Features and Subjective Perspective of Incomplete Spinal Cord Injured Subjects	34
Wearable Lower-Limb Exoskeleton for Children With Cerebral Palsy: A Systematic Review of Mechanical Design, Actuation Type, Control Strategy, and Clinical Evaluation	33
Deep Spatio-Temporal Representation and Ensemble Classification for Attention Deficit/Hyperactivity Disorder	32

EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG With an Application to Emotion Recognition	32
SincNet-Based Hybrid Neural Network for Motor Imagery EEG Decoding	32
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction	31
Learning, Generalization, and Scalability of Abstract Myoelectric Control	31
Lower-Limb Joint Torque Prediction Using LSTM Neural Networks and Transfer Learning	31
Dynamic Reorganization of Functional Connectivity Unmasks Fatigue Related Performance Declines in Simulated Driving	30
Wearable Sensors Quantify Mobility in People With Lower Limb Amputation During Daily Life	30
Sparse Adaptive Graph Convolutional Network for Leg Agility Assessment in Parkinson’s Disease	30
Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble	30
Motion and Muscle Artifact Removal Validation Using an Electrical Head Phantom, Robotic Motion Platform, and Dual Layer Mobile EEG	30
EEG Based Dynamic Functional Connectivity Analysis in Mental Workload Tasks With Different Types of Information	30
Inter-Subject Domain Adaptation for CNN-Based Wrist Kinematics Estimation Using sEMG	30
An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification	29
Automated Dysarthria Severity Classification: A Study on Acoustic Features and Deep Learning Techniques	29
BECT Spike Detection Based on Novel EEG Sequence Features and LSTM Algorithms	29
Machine-Learning-Based Prediction of Gait Events From EMG in Cerebral Palsy Children	28
Feature Extraction and Identification of Alzheimer’s Disease based on Latent Factor of Multi-Channel EEG	28
Multi-View Multi-Scale Optimization of Feature Representation for EEG Classification Improvement	28
SSVEP-Based Brain Computer Interface Controlled Soft Robotic Glove for Post-Stroke Hand Function Rehabilitation	27
FGANet: fNIRS-Guided Attention Network for Hybrid EEG-fNIRS Brain-Computer Interfaces	27
Patient-Specific Seizure Prediction via Adder Network and Supervised Contrastive Learning	27
Classification of First-Episode Schizophrenia, Chronic Schizophrenia and Healthy Control Based on Brain Network of Mismatch Negativity by Graph Neural Network	26
Selection of Muscle-Activity-Based Cost Function in Human-in-the-Loop Optimization of Multi-Gait Ankle Exoskeleton Assistance	26
On the Deep Learning Models for EEG-Based Brain-Computer Interface Using Motor Imagery	26
Energy Flow and Functional Behavior of Individual Muscles at Different Speeds During Human Walking	25
EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning	25
Adaptive Spatial Filtering of High-Density EMG for Reducing the Influence of Noise and Artefacts in Myoelectric Control	25
Synergy-Based Neural Interface for Human Gait Tracking With Deep Learning	25
Algorithms for Walking Speed Estimation Using a Lower-Back-Worn Inertial Sensor: A Cross-Validation on Speed Ranges	25
Analysis of Functional Brain Network in MDD Based on Improved Empirical Mode Decomposition With Resting State EEG Data	25
SleepFCN: A Fully Convolutional Deep Learning Framework for Sleep Stage Classification Using Single-Channel Electroencephalograms	25
PDMeter: A Wrist Wearable Device for an at-Home Assessment of the Parkinson’s Disease Rigidity	24
Enhanced Performance of a Brain Switch by Simultaneous Use of EEG and NIRS Data for Asynchronous Brain-Computer Interface	24
Preliminary Assessment of a Postural Synergy-Based Exoskeleton for Post-Stroke Upper Limb Rehabilitation	24
Stress-Induced Effects in Resting EEG Spectra Predict the Performance of SSVEP-Based BCI	24
Immersive Virtual Reality for the Cognitive Rehabilitation of Stroke Survivors	24
IoT Services and Applications in Rehabilitation: An Interdisciplinary and Meta-Analysis Review	24
Understanding Limb Position and External Load Effects on Real-Time Pattern Recognition Control in Amputees	24
Deep Learning for Accelerometric Data Assessment and Ataxic Gait Monitoring	24
fNIRS Evidence for Distinguishing Patients With Major Depression and Healthy Controls	24
IMU-Based Deep Neural Networks: Prediction of Locomotor and Transition Intentions of an Osseointegrated Transfemoral Amputee	24
Portable Gait Lab: Estimating 3D GRF Using a Pelvis IMU in a Foot IMU Defined Frame	23
A Semi-Powered Ankle Prosthesis and Unified Controller for Level and Sloped Walking	23
Dynamic Crosswalk Scene Understanding for the Visually Impaired	23
Motor Imagery Classification Using Inter-Task Transfer Learning via a Channel-Wise Variational Autoencoder-Based Convolutional Neural Network	23
Increased Symmetry of Lower-Limb Amputees Walking With Concurrent Bilateral Vibrotactile Feedback	23
Pneumatic AFO Powered by a Miniature Custom Compressor for Drop Foot Correction	23
CNN-Based Prognosis of BCI Rehabilitation Using EEG From First Session BCI Training	23
Deep Multi-Scale Fusion of Convolutional Neural Networks for EMG-Based Movement Estimation	22
A 3D Printed Soft Robotic Hand With Embedded Soft Sensors for Direct Transition Between Hand Gestures and Improved Grasping Quality and Diversity	22
A Transferable Adaptive Domain Adversarial Neural Network for Virtual Reality Augmented EMG-Based Gesture Recognition	22
An Investigation of Olfactory-Enhanced Video on EEG-Based Emotion Recognition	22
Retinal Degeneration Reduces Consistency of Network-Mediated Responses Arising in Ganglion Cells to Electric Stimulation	22
Online Grasp Force Estimation From the Transient EMG	22
Interhemispheric Functional Reorganization and its Structural Base After BCI-Guided Upper-Limb Training in Chronic Stroke	22
Decision-Making Selector (DMS) for Integrating CCA-Based Methods to Improve Performance of SSVEP-Based BCIs	22
A Novel Classification Framework Using the Graph Representations of Electroencephalogram for Motor Imagery Based Brain-Computer Interface	21
A Backpack Minimizing the Vertical Acceleration of the Load Improves the Economy of Human Walking	21
Cross-Task Cognitive Workload Recognition Based on EEG and Domain Adaptation	21
Iterative Filtering Decomposition Based Early Dementia Diagnosis Using EEG With Cognitive Tests	21
Acceleration Gait Measures as Proxies for Motor Skill of Walking: A Narrative Review	21
Deep Cerebellar Low-Intensity Focused Ultrasound Stimulation Restores Interhemispheric Balance after Ischemic Stroke in Mice	21
Design of an Interactive Virtual Reality System, InViRS, for Joint Attention Practice in Autistic Children	21
Accuracy of Temporo-Spatial and Lower Limb Joint Kinematics Parameters Using OpenPose for Various Gait Patterns With Orthosis	21
A Real-Time Movement Artifact Removal Method for Ambulatory Brain-Computer Interfaces	21
3D-Printing and Upper-Limb Prosthetic Sockets: Promises and Pitfalls	21
Actuation Timing Perception of a Powered Ankle Exoskeleton and Its Associated Ankle Angle Changes During Walking	21
Deep Learning-Based Near-Fall Detection Algorithm for Fall Risk Monitoring System Using a Single Inertial Measurement Unit	21
An fNIRS-Based Motor Imagery BCI for ALS: A Subject-Specific Data-Driven Approach	21
User-Driven Functional Movement Training With a Wearable Hand Robot After Stroke	21
Significant Low-Dimensional Spectral-Temporal Features for Seizure Detection	20
OGSSL: A Semi-Supervised Classification Model Coupled With Optimal Graph Learning for EEG Emotion Recognition	20
Enhanced System Robustness of Asynchronous BCI in Augmented Reality Using Steady-State Motion Visual Evoked Potential	20
Continuous Scoring of Depression From EEG Signals via a Hybrid of Convolutional Neural Networks	20
Time-Frequency Maximal Information Coefficient Method and its Application to Functional Corticomuscular Coupling	20
A Dual-Modal Approach Using Electromyography and Sonomyography Improves Prediction of Dynamic Ankle Movement: A Case Study	20
Muscle Force Estimation Based on Neural Drive Information From Individual Motor Units	20
Feasibility of Augmenting Ankle Exoskeleton Walking Performance With Step Length Biofeedback in Individuals With Cerebral Palsy	20
Local Dynamic Stability of Gait in People With Early Multiple Sclerosis and No-to-Mild Neurological Impairment	20
Alpha Frequency Intervention by Electrical Stimulation to Improve Performance in Mu-Based BCI	20

A BCI-Based Vibrotactile Neurofeedback Training Improves Motor Cortical Excitability During Motor Imagery	20
Capsule Network for ERP Detection in Brain-Computer Interface	20
Filter Bank Convolutional Neural Network for Short Time-Window Steady-State Visual Evoked Potential Classification	20
Eye Blink Artifact Detection With Novel Optimized Multi-Dimensional Electroencephalogram Features	19
FPGA Realization of Hodgkin-Huxley Neuronal Model	19
Transfer Learning for Clinical Sleep Pose Detection Using a Single 2D IR Camera	19
Detection of Unsupervised Standardized Gait Tests From Real-World Inertial Sensor Data in Parkinson’s Disease	19
A Multimodal Approach for Identifying Autism Spectrum Disorders in Children	19
Decoding Imagined Speech Based on Deep Metric Learning for Intuitive BCI Communication	19
A Model Combining Multi Branch Spectral-Temporal CNN, Efficient Channel Attention, and LightGBM for MI-BCI Classification	19
Fall Risk Assessment for the Elderly Based on Weak Foot Features of Wearable Plantar Pressure	19
Wearable MMG-Plus-One Armband: Evaluation of Normal Force on Mechanomyography (MMG) to Enhance Human-Machine Interfacing	19
Filter Bank-Driven Multivariate Synchronization Index for Training-Free SSVEP BCI	18
Unsupervised Domain Adaptation by Statistics Alignment for Deep Sleep Staging Networks	18
Zero-Shot Learning for EEG Classification in Motor Imagery-Based BCI System	18
Effects of a Powered Knee-Ankle Prosthesis on Amputee Hip Compensations: A Case Series	18
Stiffness-Optimized Ankle-Foot Orthoses Improve Walking Energy Cost Compared to Conventional Orthoses in Neuromuscular Disorders: A Prospective Uncontrolled Intervention Study	18
Promoting Functional and Independent Sitting in Children With Cerebral Palsy Using the Robotic Trunk Support Trainer	18
Analysis of Continuously Varying Kinematics for Prosthetic Leg Control Applications	18
Wearable Supernumerary Robotic Limb System Using a Hybrid Control Approach Based on Motor Imagery and Object Detection	18
A Spectrally-Dense Encoding Method for Designing a High-Speed SSVEP-BCI With 120 Stimuli	18
Activities of Daily Living-Based Rehabilitation System for Arm and Hand Motor Function Retraining After Stroke	18
Cross-Subject Assistance: Inter- and Intra-Subject Maximal Correlation for Enhancing the Performance of SSVEP-Based BCIs	18
Single-Source to Single-Target Cross-Subject Motor Imagery Classification Based on Multisubdomain Adaptation Network	18
Targeted Stimulation of Retinal Ganglion Cells in Epiretinal Prostheses: A Multiscale Computational Study	18
Simultaneous sEMG Recognition of Gestures and Force Levels for Interaction With Prosthetic Hand	18
Regulating Metabolic Energy Among Joints During Human Walking Using a Multiarticular Unpowered Exoskeleton	18
Sharpened and Mechanically Durable Carbon Fiber Electrode Arrays for Neural Recording	18
An Ankle-Foot Prosthesis for Rock Climbing Augmentation	18
Design and Validation of a Wireless Body Sensor Network for Integrated EEG and HD-sEMG Acquisitions	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
A Unified Analytical Framework With Multiple fNIRS Features for Mental Workload Assessment in the Prefrontal Cortex	18
A Muscle Synergy-Inspired Method of Detecting Human Movement Intentions Based on Wearable Sensor Fusion	17
A Convolutional Neural Network Combined With Prototype Learning Framework for Brain Functional Network Classification of Autism Spectrum Disorder	17
Adaptive Electrode Calibration Method Based on Muscle Core Activation Regions and Its Application in Myoelectric Pattern Recognition	17
Graph Convolutional Networks for Assessment of Physical Rehabilitation Exercises	17
Magnetometer-Free, IMU-Based Foot Progression Angle Estimation for Real-Life Walking Conditions	17
Scalp EEG-Based Pain Detection Using Convolutional Neural Network	17
Hierarchical Bayesian Optimization of Spatiotemporal Neurostimulations for Targeted Motor Outputs	17
Automatic Identification of High-Risk Autism Spectrum Disorder: A Feasibility Study Using Video and Audio Data Under the Still-Face Paradigm	17
Reducing Calibration Efforts in RSVP Tasks With Multi-Source Adversarial Domain Adaptation	17
Time-Distributed Attention Network for EEG-Based Motor Imagery Decoding From the Same Limb	17
EEG-Based Graph Neural Network Classification of Alzheimer’s Disease: An Empirical Evaluation of Functional Connectivity Methods	17
Hand Kinematics Characterization While Performing Activities of Daily Living Through Kinematics Reduction	17
A Novel Soft Robotic Supernumerary Hand for Severely Affected Stroke Patients	17
Individualized Gait Generation for Rehabilitation Robots Based on Recurrent Neural Networks	17
SSVEP-Based Brain-Computer Interface With a Limited Number of Frequencies Based on Dual-Frequency Biased Coding	17
A Machine-Learning-Based Assessment Method for Early-Stage Neurocognitive Impairment by an Immersive Virtual Supermarket	17
Motion Imagery-BCI Based on EEG and Eye Movement Data Fusion	17
Deep Reinforcement Learning for Physics-Based Musculoskeletal Simulations of Healthy Subjects and Transfemoral Prostheses’ Users During Normal Walking	17
ICA With CWT and k-means for Eye-Blink Artifact Removal From Fewer Channel EEG	17
TIE-EEGNet: Temporal Information Enhanced EEGNet for Seizure Subtype Classification	17
Brain-Computer-Spinal Interface Restores Upper Limb Function After Spinal Cord Injury	17
High-Density Surface EMG Denoising Using Independent Vector Analysis	16
Assessment of Upper-Extremity Joint Angles Using Harmony Exoskeleton	16
A Virtual-Reality System Integrated With Neuro-Behavior Sensing for Attention-Deficit/Hyperactivity Disorder Intelligent Assessment	16
Embodiment for Robotic Lower-Limb Exoskeletons: A Narrative Review	16
Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model	16
Feasibility of Wearable Sensing for In-Home Finger Rehabilitation Early After Stroke	16
Kernel Granger Causality Based on Back Propagation Neural Network Fuzzy Inference System on fMRI Data	16
Transfer Learning With Optimal Transportation and Frequency Mixup for EEG-Based Motor Imagery Recognition	16
SeNic: An Open Source Dataset for sEMG-Based Gesture Recognition in Non-Ideal Conditions	16
Exploring the Intrinsic Features of EEG Signals via Empirical Mode Decomposition for Depression Recognition	16
Effective Connectivity in Default Mode Network for Alcoholism Diagnosis	16
A Probability Distribution Model-Based Approach for Foot Placement Prediction in the Early Swing Phase With a Wearable IMU Sensor	16
Effects of Presence and Challenge Variations on Emotional Engagement in Immersive Virtual Environments	16
Optimization of Spinal Cord Stimulation Using Bayesian Preference Learning and Its Validation	16
Adaptive Single-Channel EEG Artifact Removal With Applications to Clinical Monitoring	16
BWGAN-GP: An EEG Data Generation Method for Class Imbalance Problem in RSVP Tasks	15
Multi-View Broad Learning System for Primate Oculomotor Decision Decoding	15
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants	15
Biomedical Serious Game System for Lower Limb Motor Rehabilitation of Hemiparetic Stroke Patients	15
Preliminary Assessment of a Hand and Arm Exoskeleton for Enabling Bimanual Tasks for Individuals With Hemiparesis	15
Improved Domain Adaptation Network Based on Wasserstein Distance for Motor Imagery EEG Classification	15
Cortical Pathways During Postural Control: New Insights From Functional EEG Source Connectivity	15
SpindleU-Net: An Adaptive U-Net Framework for Sleep Spindle Detection in Single-Channel EEG	15
Usefulness of Muscle Synergy Analysis in Individuals With Knee Osteoarthritis During Gait	15
Quantification of Motor Function Post-Stroke Using Novel Combination of Wearable Inertial and Mechanomyographic Sensors	15
Alterations in Muscle Networks in the Upper Extremity of Chronic Stroke Survivors	15
Motor Imagery EEG Decoding Based on Multi-Scale Hybrid Networks and Feature Enhancement	15
A Novel Point-in-Polygon-Based sEMG Classifier for Hand Exoskeleton Systems	15
A Pre-Gelled EEG Electrode and Its Application in SSVEP-Based BCI	15
Investigation of Different Time-Frequency Representations for Intelligibility Assessment of Dysarthric Speech	15
Characteristics of EEG Microstate Sequences During Propofol-Induced Alterations of Brain Consciousness States	15
Learning Invariant Patterns Based on a Convolutional Neural Network and Big Electroencephalography Data for Subject-Independent P300 Brain-Computer Interfaces	15
Classification of Left-Versus Right-Hand Motor Imagery in Stroke Patients Using Supplementary Data Generated by CycleGAN	15
Reducing Squat Physical Effort Using Personalized Assistance From an Ankle Exoskeleton	15
Multiscale Temporal Self-Attention and Dynamical Graph Convolution Hybrid Network for EEG-Based Stereogram Recognition	15
Reliability and Agreement of 3D Anthropometric Measurements in Facial Palsy Patients Using a Low-Cost 4D Imaging System	15
EEG-Based Seizure Prediction via Model Uncertainty Learning	15
CTNN: A Convolutional Tensor-Train Neural Network for Multi-Task Brainprint Recognition	15
Inference of Brain States Under Anesthesia With Meta Learning Based Deep Learning Models	14
EEG Functional Connectivity Predicts Individual Behavioural Impairment During Mental Fatigue	14
A Data-Driven Framework for Intention Prediction via Eye Movement With Applications to Assistive Systems	14
Identification of Gait Events in Healthy Subjects and With Parkinson’s Disease Using Inertial Sensors: An Adaptive Unsupervised Learning Approach	14