IEEE Transactions on Neural Systems and Rehabilitation Engineering

Article	Citations
Variation Minimization Based Electrocardiogram Artifacts Removal for Local Field Potentials From Neurostimulator	581
Muscle Synergy Analysis of Patients With Chronic Low Back Pain During Functional Tasks	230
3D Visual Discomfort Assessment With a Weakly Supervised Graph Convolution Neural Network Based on Inaccurately Labeled EEG	132
Biophysical Models With Adaptive Online Learning for Direct Neural Control of Prostheses	99
A Locomotion Mode Recognition Algorithm Using Adaptive Dynamic Movement Primitives	97
Neurophysiologically Meaningful Motor Imagery EEG Simulation With Applications to Data Augmentation	96
Detection of Stroke-Induced Visual Neglect and Target Response Prediction Using Augmented Reality and Electroencephalography	93
A Personalized Closed-Loop Brain Stimulation Protocol for Difficulty Falling Asleep	90
Detection of Low Resilience Using Data-Driven Effective Connectivity Measures	88
Decoding Upper-Limb Movements via Inter-Muscle Displacement: From Synthetic to Clinical Data in a Myokinetic Interface	86
A Distributed Automatic Control Framework for Simultaneous Control of Torque and Cadence in Functional Electrical Stimulation Cycling	85
A Deep-Learning Based Real-Time Prediction of Seated Postural Limits and Its Application in Trunk Rehabilitation	84
A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces	79
Neural Correlation Integrated Adaptive Point Process Filtering on Population Spike Trains	79
Corrections to “Effects of Targeted Assistance and Perturbations on the Relationship Between Pelvis Motion and Step Width in People With Chronic Stroke”	79
Visual Feedback Gain Modulates the Activation of Task-Related Networks and the Suppression of Non-Task Networks During Precise Grasping	79
Motor Imagery and Action Observation Induced Electroencephalographic Activations to Guide Subject-Specific Training Paradigm: A Pilot Study	78
Enhanced Brain Functional Interaction Following BCI-Guided Supernumerary Robotic Finger Training Based on Sixth-Finger Motor Imagery	77
Diagnosis of Mild Cognitive Impairment With Ordinal Pattern Kernel	76
Lower-Limb Non-Parametric Functional Muscle Network: Test-Retest Reliability Analysis	75
Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography	74
KAleep-Net: A Kolmogorov-Arnold Flash Attention Network for Sleep Stage Classification Using Single-Channel EEG With Explainability	73
Depression Identification Using EEG Signals via a Hybrid of LSTM and Spiking Neural Networks	73
Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method	71
Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy	70

Non-Intrusive Real Time Eye Tracking Using Facial Alignment for Assistive Technologies	70
An Online Estimating Framework for Ankle Actively Exerted Torque Under Multi-DOF Coupled Dynamic Motions via sEMG	69
A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints	68
Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation	65
Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series	62
Joint-Channel-Connectivity-Based Feature Selection and Classification on fNIRS for Stress Detection in Decision-Making	62
Enhancing SSVEP-BCI Performance Under Fatigue State Using Dynamic Stopping Strategy	62
Adaptive Adjustment of FES Profiles Using Norm-Optimal Iterative Learning Control for Foot Drop Correction	61
The Influence of Training With Visual Biofeedback on the Predictability of Myoelectric Control Usability	60
Application of Home-Based Wearable Technologies in Physical Rehabilitation for Stroke: A Scoping Review	60
Investigating Feedback-Informed Screen-Guided Training to Enhance Myoelectric Control and Predictability	60
Intelligent Sitting Posture Classifier for Wheelchair Users	60
Quantitative EEG Changes in Youth With ASD Following Brief Mindfulness Meditation Exercise	59
Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions	58
ERP and Pupillometry Synchronization Analysis on Rapid Serial Visual Presentation of Words, Numbers, Pictures	58
A Real-Time Non-Implantation Bi-Directional Brain–Computer Interface Solution Without Stimulation Artifacts	57
Speech2EEG: Leveraging Pretrained Speech Model for EEG Signal Recognition	57
EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning	55
Reliability Analysis for Finger Movement Recognition With Raw Electromyographic Signal by Evidential Convolutional Networks	55
Soft, Lightweight Wearable Robots to Support the Upper Limb in Activities of Daily Living: A Feasibility Study on Chronic Stroke Patients	54
Improving Sit/Stand Loading Symmetry and Timing Through Unified Variable Impedance Control of a Powered Knee-Ankle Prosthesis	53
Turning Strategies While Walking on an Omnidirectional Treadmill With Virtual Reality	53
Design and Experimental Evaluation of a Lower-Limb Exoskeleton for Assisting Workers With Motorized Tuning of Squat Heights	53
Development and Evaluation of Refreshable Braille Display and Active Touch-Reading System for Digital Reading of the Visually Impaired	52
A Review of Intelligent Walking Support Robots: Aiding Sit-to-Stand Transition and Walking	52
The Effects of Immersion and Visuo-Tactile Stimulation on Motor Imagery in Stroke Patients are Related to the Sense of Ownership	51
A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction	51
Effect of Feedback on Foot Strike Angle and Forward Propulsion in People With Stroke	51
An Intelligent Rehabilitation Assessment Method for Stroke Patients Based on Lower Limb Exoskeleton Robot	51
Novel Moving Steady-State Visual Evoked Potential Stimulus to Assess Afferent and Efferent Dysfunction in Multiple Sclerosis	50
MRI Compatible Lumbopelvic Movement Measurement System to Validate and Capture Task Performance During Neuroimaging	50
From Simulation to Reality: Predicting Torque With Fatigue Onset via Transfer Learning	49
Power Budget of a Skull Unit in a Fully-Implantable Brain-Computer Interface: Bio-Heat Model	49
Automated Diagnosis of Major Depressive Disorder With Multi-Modal MRIs Based on Contrastive Learning: A Few-Shot Study	48
Design and Validation of a Lightweight Hip Exoskeleton Driven by Series Elastic Actuator With Two-Motor Variable Speed Transmission	48
Optimizing Stimulus Frequency Ranges for Building a High-Rate High Frequency SSVEP-BCI	48
EEG-Based Brain Functional Network Analysis for Differential Identification of Dementia-Related Disorders and Their Onset	48
Differentiating Between Alzheimer’s Disease and Frontotemporal Dementia Based on the Resting-State Multilayer EEG Network	47
Eliminating or Shortening the Calibration for a P300 Brain–Computer Interface Based on a Convolutional Neural Network and Big Electroencephalography Data: An Online Study	47
A Three-Dimensional Finger-Tapping Framework for Recognition of Patients With Mild Parkinson’s Disease	47
Lower-Limb Motor Assessment With Corticomuscular Coherence of Multiple Muscles During Ankle Dorsiflexion After Stroke	46
The Effects of Bilateral Phase-Dependent Closed-Loop Vibration Stimulation With Motor Imagery Paradigm	46
A Deep Quantum Convolutional Neural Network Based Facial Expression Recognition For Mental Health Analysis	46
An Adaptive Hybrid Brain–Computer Interface for Hand Function Rehabilitation of Stroke Patients	46
Fusion of Human Gaze and Machine Vision for Predicting Intended Locomotion Mode	45
Implementation and Tuning of Momentum-Based Controller for Standing Balance in a Lower-Limb Exoskeleton With Paraplegic User	44
Adjustable Rigid-Soft Wearable Hand Robot With Magnetorheological Cable-Driven Mechanism for Grasping Assistance	44
Design of a Portable Biofeedback System for Monitoring Femoral Load During Partial Weight-Bearing Walking	44
An Auxiliary Diagnostic System for Parkinson’s Disease Based on Wearable Sensors and Genetic Algorithm Optimized Random Forest	44
High-Resolution Models of Human Cochlea for a Study of Neural Activation	44

Task-Related Component Analysis Combining Paired Character Decoding for Miniature Asymmetric Visual Evoked Potentials	43
A Screen-Based Multimodal Virtual Classroom Interface for Understanding Behavioral Sensory Responses in Autistic Adolescents: A Pilot Study	42
Throw and Catch: Analyzing the Synchronized Movements of Eyes and Joints in Children	42
Deep Spatio-Temporal Attention-Based Recurrent Network From Dynamic Adaptive Functional Connectivity for MCI Identification	42
Motor-Related EEG Analysis Using a Pole Tracking Approach	42
Soft Exosuit Based on Fabric Muscle to Assist Shoulder Joint Movements in Patients With Neuromuscular Diseases	42
Willed Attentional Selection of Visual Features: An EEG Study	42
A Calibration-Free Hybrid Approach Combining SSVEP and EOG for Continuous Control	41
Digital Biomarker for Muscle Function Assessment Using Surface Electromyography With Electrical Stimulation and a Non-Invasive Wearable Device	41
Human Locomotion Implicit Modeling-Based Real-Time Gait Phase Estimation	41
Adaptive Oscillator-Based Assistive Torque Control for Gait Asymmetry Correction With a nSEA-Driven Hip Exoskeleton	40
Deep Reinforcement Learning for Control of Time-Varying Musculoskeletal Systems With High Fatigability: A Feasibility Study	40
Side-Aware Meta-Learning for Cross-Dataset Listener Diagnosis With Subjective Tinnitus	40
Development and Assessment of a New Multichannel Electrocutaneous Device for Non-Invasive Somatosensory Stimulation for Magnetic Resonance Applications	40
DMA-HPCNet: Dual Multi-Level Attention Hybrid Pyramid Convolution Neural Network for Alzheimer’s Disease Classification	39
Decoding Multi-Brain Motor Imagery From EEG Using Coupling Feature Extraction and Few-Shot Learning	39
The Multi-Frequency Decomposition Entropy Learning for Nonlinear fMRI Data Analysis	39
Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration	39
An AI-Driven Multimodal Smart Home Platform for Continuous Monitoring and Assistance in Post-Stroke Motor Impairment	39
Frequency-Dependent Microstate Characteristics for Mild Cognitive Impairment in Parkinson’s Disease	39
Changes in Spatiotemporal Variability of Muscular Response Under the Influence of Post-Stroke Spasticity	39
Learning Frame-Level Classifiers for Video-Based Real-Time Assessment of Stroke Rehabilitation Exercises From Weakly Annotated Datasets	38
Simultaneous Recognition of Finger Flexion, Angle, and Force Based on a Wearable High-Density Neuromuscular Interface for Real-Time Anthropomorphic Prosthetics Control	38
TASA: Temporal Attention With Spatial Autoencoder Network for Odor-Induced Emotion Classification Using EEG	38
A Dynamic Wheelchair Armrest for Promoting Arm Exercise and Mobility After Stroke	37
Effects of Multisession High-Definition Transcranial Direct Current Stimulation on Resting-State Brain Network Connectivity and Efficiency Under Running-Induced Fatigue	37
IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors	37
Explainable Deep Learning Model for EMG-Based Finger Angle Estimation Using Attention	37
Transfer Learning With Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-Centre Data	37
The Neural Correlates and Behavioral Impact of Peripheral Noise Electrical Stimulation on Motor Learning	37
Theory-Driven EEG Indexes for Tracking Motor Recovery and Predicting the Effects of Hybridizing tDCS With Mirror Therapy in Stroke Patients	36
A Residual Movement Classification Based User Interface for Control of Assistive Devices by Persons With Complete Tetraplegia	36
Effects of Noise Electrical Stimulation on Proprioception, Force Control, and Corticomuscular Functional Connectivity	36
Physics-Informed Learning Framework for Lower Limb Kinematic Prediction With Sparse Sensors and Its Application in Chronic Stroke	35
Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection	34
Continuous Estimation of Hand Kinematics From Electromyographic Signals Based on Power-and Time-Efficient Transformer Deep Learning Network	34
Skeleton-Based Continuous Scale Parkinsonian Gait Score Estimation Using Omni-Dimensional Self-Attention Convolution Networks	34
Multimodal Emotion Recognition Based on EEG and EOG Signals Evoked by the Video-Odor Stimuli	34
Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke	33
Significant Low-Dimensional Spectral-Temporal Features for Seizure Detection	33
Ventral and Dorsal Stream EEG Channels: Key Features for EEG-Based Object Recognition and Identification	33
Optical-Tattoo Sensing for Non-contact Control of Bionic Limbs: A Conceptual Framework	33
Table of Contents	33
Acoustic Motor Cortex Stimulation Enhances the Descending Analgesic Pathway to Alleviate Chronic Pain in Mice	33
Reinforcement Learning Identifies Age-Related Balance Strategy Shifts	33
Simultaneous and Proportional Control of Wrist and Hand Movements Based on a Neural-Driven Musculoskeletal Model	33
Frontoparietal Dysconnection in Covert Bipedal Activity for Enhancing the Performance of the Motor Preparation-Based Brain–Computer Interface	32
Decoding Coordinated Directions of Bimanual Movements From EEG Signals	32
Characterization of Bimanual Cyclical Tasks From Single-Trial EEG-fNIRS Measurements	32
Learning Non-Euclidean Representations With SPD Manifold for Myoelectric Pattern Recognition	32
Functional Assessment of 3D-Printed Multifunction Assistive Hand Device for Chronic Stroke Patients	31
An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification	31
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition	31
Eliciting Force and Slippage in Upper Limb Amputees Through Transcutaneous Electrical Nerve Stimulation (TENS)	31
The Feasibility of An Automatical Facial Evaluation System Providing Objective and Reliable Results for Facial Palsy	31
Adapted Assistance and Resistance Training With a Knee Exoskeleton After Stroke	31
TraHGR: Transformer for Hand Gesture Recognition via Electromyography	31
Mixture of Experts for EEG-Based Seizure Subtype Classification	31
Domain Adaptation With Self-Guided Adaptive Sampling Strategy: Feature Alignment for Cross-User Myoelectric Pattern Recognition	31
What Can Facial Movements Reveal? Depression Recognition and Analysis Based on Optical Flow Using Bayesian Networks	31
Modulation of Arm Swing Frequency and Gait Using Rhythmic Tactile Feedback	31
Multidimensional Feature Optimization Based Eye Blink Detection Under Epileptiform Discharges	30
LSTM-MSA: A Novel Deep Learning Model With Dual-Stage Attention Mechanisms Forearm EMG-Based Hand Gesture Recognition	30
Classifying Routine Clinical Electroencephalograms With Multivariate Iterative Filtering and Convolutional Neural Networks	30
MCI Detection From Odor-Evoked EEG Using a Multibranch Attention-Based Temporal–Spectral CNN	30
Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification	30
Reducing the Calibration Time in Somatosensory BCI by Using Tactile ERD	30
Deep Feature Learning From Electromyographic Signals for Gesture Recognition Systems	30
Eye Tracking Reveals Physical Therapist Decision Making While Evaluating Standing Balance Performance	29
Trans-Spinal Focused Ultrasound Stimulation Selectively Modulates Descending Motor Pathway	29
Personalized Alpha-Motoneuron Pool Models Driven by Neural Data Encode the Mechanisms Controlling Rate of Force Development	29
>IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors	29
Abnormal Static and Dynamic Local Functional Connectivity in First-Episode Schizophrenia: A Resting-State fMRI Study	29
Biofeedback speeds adaptation to exoskeleton gait assistance	29
Communities and Cliques in Functional Brain Network Using Multiscale Consensus Approach	29
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	29
Validity and Impact of Methods for Collecting Training Data for Myoelectric Prosthetic Control Algorithms	29
Characterizing Autism Spectrum Disorder Through Fusion of Local Cortical Activation and Global Functional Connectivity Using Game-Based Stimuli and a Mobile EEG System	28
Corrections to “Predicting the Quality of Spatial Learning via Virtual Global Landmarks”	28
A Novel Transformer-Based Approach for Simultaneous Recognition of Hand Movements and Force Levels in Amputees Using Flexible Ultrasound Transducers	28

Multi-Scale Coupling Between LFP and EMG in Mice by Low-Intensity Pulsed Ultrasound Stimulation With Different Number of Tone-Burst	28
Assessment of Sensorized Insoles in Balance and Gait in Individuals With Parkinson’s Disease	28
Age-Related Differences in Bimanual Isometric Force Tracking	28
How Fast Is Too Fast? Boundaries to the Perception of Electrical Stimulation of Peripheral Nerves	28
Driving Cognitive Alertness Detecting Using Evoked Multimodal Physiological Signals Based on Uncertain Self-Supervised Learning	28
Multi-Joint Leg Moment Estimation During Walking Using Thigh or Shank Angles	27
Coordinating Clearance and Postural Reorientation When Avoiding Physical and Virtual Pedestrians	27
Individual Prediction of Electric Field Induced by Deep-Brain Magnetic Stimulation With CNN-Transformer	27
Network Analysis of Magnetoencephalogram Signals in Schizophrenia Patients When Viewing Emotional Facial Stimuli	27
Reinforcement Learning-Driven Path Generation for Ankle Rehabilitation Robot Using Musculoskeletal-Informed Energy Optimization	27
An Efficient Framework for Personalizing EMG-Driven Musculoskeletal Models Based on Reinforcement Learning	27
Rapid-IAF: Rapid Identification of Individual Alpha Frequency in EEG Data Using Sequential Bayesian Estimation	27
Detecting Activities of Daily Living in Egocentric Video to Contextualize Hand Use at Home in Outpatient Neurorehabilitation Settings	26
Analysis of Freezing of Gait in Parkinson’s Disease Detection Using a Multimodal Prototype Learning Framework	26
Optimizing Representations of Multiple Simultaneous Attributes for Gait Generation Using Deep Learning	26
Immediate Modulations of Cheek Acupuncture on Brain Oscillations and Connectivity in Individuals With Chronic Pain	26
Ankle Exoskeleton Assistance Can Affect Step Regulation During Self-Paced Walking	26
Cross Domain Correlation Maximization for Enhancing the Target Recognition of SSVEP-Based Brain–Computer Interfaces	26
EEG-Channel-Temporal-Spectral-Attention Correlation for Motor Imagery EEG Classification	26
Muscle Spindle Model-Based Non-Invasive Electrical Stimulation for Motion Perception Feedback in Prosthetic Hands	26
Electromagnetic Source Imaging via Bayesian Modeling With Smoothness in Spatial and Temporal Domains	26
Efficacy of Transcranial Magnetic Stimulation in Post-Stroke Motor Recovery: Impact of Impairment Severity	26
Constructing Time-Varying Directed EEG Network by Multivariate Nonparametric Dynamical Granger Causality	26
Development and Clinical Validation of a Rehabilitation Platform for Hip Fracture in Elderly Population	26
Cross-Task Mental Workload Recognition Based on EEG Tensor Representation and Transfer Learning	26
Weighted Multi-Modal Contrastive Learning Based Hybrid Network for Alzheimer’s Disease Diagnosis	25
IEEE Transactions on Neural Systems and Rehabilitation	25
Exploring Inter-Brain Electroencephalogram Patterns for Social Cognitive Assessment During Jigsaw Puzzle Solving	25
Can Wearable Devices and Machine Learning Techniques Be Used for Recognizing and Segmenting Modified Physical Performance Test Items?	25
EEG-Based Motor BCIs for Upper Limb Movement: Current Techniques and Future Insights	25
Center of Mass Estimation for Impaired Gait Assessment Using Inertial Measurement Units	25
Microneedle Array Electrodes Fabricated With 3D Printing Technology for High-Quality Electrophysiological Acquisition	25
In Vivo Transcranial Acoustoelectric Brain Imaging of Different Deep Brain Stimulation Currents	25
Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors	25
Multi-Modal Deep Learning Diagnosis of Parkinson’s Disease—A Systematic Review	24
Offline Evaluation Matters: Investigation of the Influence of Offline Performance on Real-Time Operation of Electromyography-Based Neural-Machine Interfaces	24
Low-Intensity Transcranial Ultrasound Stimulation Inhibits Epileptic Seizures in Motor Cortex by Modulating Hippocampus Neural Activity	24
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants	24
High-Density EMG Grip Force Estimation During Muscle Fatigue via Domain Adaptation	24
Robust Long-Term Hand Grasp Recognition With Raw Electromyographic Signals Using Multidimensional Uncertainty-Aware Models	24
Inter-trial consistency in sensorimotor cortex during finger-tapping movements	24
Dual-Encoder VAE-GAN With Spatiotemporal Features for Emotional EEG Data Augmentation	24
Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble	24
The Fundamental Property of Human Leg During Walking: Linearity and Nonlinearity	24
Enhancing EEG and sEMG Fusion Decoding Using a Multi-Scale Parallel Convolutional Network With Attention Mechanism	24
Finite-State Impedance and Direct Myoelectric Control for Robotic Ankle Prostheses: Comparing Their Performance and Exploring Their Combination	24
Front Cover	23
Correlating Data-Driven Muscle Selection Approaches to Synergies for Gait Prediction	23
Identification of Hip and Knee Joint Impedance During the Swing Phase of Walking	23
Early Detection of Alzheimer’s Disease From Cortical and Hippocampal Local Field Potentials Using an Ensembled Machine Learning Model	23
Interpretable Supervised Muscle Network Decomposition by Multifactorial ANOVA-ICA	23
Identification of Optimal and Most Significant Event Related Brain Functional Network	23
Iteratively Calibratable Network for Reliable EEG-Based Robotic Arm Control	23
VSSI-GGD: A Variation Sparse EEG Source Imaging Approach Based on Generalized Gaussian Distribution	23
Continuous Grasping Force Estimation With Surface EMG Based on Huxley-Type Musculoskeletal Model	23
Dysarthric Speech Transformer: A Sequence-to-Sequence Dysarthric Speech Recognition System	23
mGNN-bw: Multi-Scale Graph Neural Network Based on Biased Random Walk Path Aggregation for ASD Diagnosis	23
Acquisition Delay of Wireless EEG Instruments in Time-Sensitive Applications	23
An EEG-EMG-Based Hybrid Brain–Computer Interface for Decoding Tones in Silent and Audible Speech	23
Enhancement of Time-Frequency Energy for the Classification of Motor Imagery Electroencephalogram Based on an Improved FitzHugh–Nagumo Neuron System	23
A Time-Local Weighted Transformation Recognition Framework for Steady State Visual Evoked Potentials Based Brain–Computer Interfaces	22
Controlling Epileptic Seizures through Hippocampal Regulation: A Complex Network Analysis in the Mouse Brain	22
Identification of Standing Balance System Considering Center of Mass Control for Support Surface Sway	22
Improving Automatic Control of Upper-Limb Prosthesis Wrists Using Gaze-Centered Eye Tracking and Deep Learning	22
How Does the Ankle Complex Respond to Cable-Driven Assistance Spanning the Talocrural and Subtalar Joints During Walking?	22
Enhancing Detection of Control State for High-Speed Asynchronous SSVEP-BCIs Using Frequency-Specific Framework	22
Multi-Scale FC-Based Multi-Order GCN: A Novel Model for Predicting Individual Behavior From fMRI	22
Stimulation-Induced Muscle Deformation Measured With A-Mode Ultrasound Correlates With Muscle Fatigue	22
Monitoring Level of Hypnosis Using Stationary Wavelet Transform and Singular Value Decomposition Entropy With Feedforward Neural Network	22
Efficient Observer Design for Ambulatory Estimation of Body Centre of Mass Position	22
Mordo2: A Personalization Framework for Silent Command Recognition	22
Motor Imagery Classification for Asynchronous EEG-Based Brain–Computer Interfaces	22
Magnetorheological Damper With Variable Displacement Permanent Magnet for Assisting the Transfer of Load in Lower Limb Exoskeleton	22
Toward Assessment of Sound Localization in Disorders of Consciousness Using a Hybrid Audiovisual Brain–Computer Interface	22
Age-Dependent Upper Limb Myoelectric Control Capability in Typically Developing Children	22
Enhanced Online Continuous Brain-Control by Deep Learning-Based EEG Decoding	22
Forearm Motion and Hand Grasp Prediction Based on Target Muscle Bioimpedance for Human–Machine Interaction	22
Human Gait Entrainment to Soft Robotic Hip Perturbation During Simulated Overground Walking	21
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding	21
Design and Validation of a Wireless Body Sensor Network for Integrated EEG and HD-sEMG Acquisitions	21
Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model	21
EEG Peak Detection in Cognitive Conflict Processing Using Summit Navigator and Clustering-Based Ranking	21
Navigation in Virtual Reality Floor Mazes: Added Cognitive Demand and Its Effects on Gait and Balance in Parkinson’s Disease	21
Spatiotemporal Dynamics of Periodic and Aperiodic Brain Activity Under Peripheral Nerve Stimulation With Acupuncture	21
Managing Classroom Behavior in School-Aged Children With ADHD Using AI-Empowered Vest	21
Neural Correlate and Movement Decoding of Simultaneous-and-Sequential Bimanual Movements Using EEG Signals	21
Mapping Individual Motor Unit Activity to Continuous Three-DoF Wrist Torques: Perspectives for Myoelectric Control	21
Unsupervised Sim-to-Real Adaptation for Environmental Recognition in Assistive Walking	21
Semi-Autonomous Continuous Robotic Arm Control Using an Augmented Reality Brain-Computer Interface	21
Development and Clinical Validation of a Finite Element Method Model Mapping Focal Intracranial Cooling	21
The More, the Better? Evaluating the Role of EEG Preprocessing for Deep Learning Applications	21
An Interpretable Deep Learning Optimized Wearable Daily Detection System for Parkinson’s Disease	21
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond	21
Classification of Motor-Imagery Tasks Using a Large EEG Dataset by Fusing Classifiers Learning on Wavelet-Scattering Features	21
Effectiveness of Intelligent Control Strategies in Robot-Assisted Rehabilitation—A Systematic Review	21