IEEE Transactions on Neural Systems and Rehabilitation Engineering

Papers
(The TQCC of IEEE Transactions on Neural Systems and Rehabilitation Engineering is 11. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)
ArticleCitations
Lower-Limb Non-Parametric Functional Muscle Network: Test-Retest Reliability Analysis390
A Locomotion Mode Recognition Algorithm Using Adaptive Dynamic Movement Primitives184
Variation Minimization Based Electrocardiogram Artifacts Removal for Local Field Potentials From Neurostimulator112
Enhancing SSVEP-BCI Performance Under Fatigue State Using Dynamic Stopping Strategy81
Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy73
Visual Feedback Gain Modulates the Activation of Task-Related Networks and the Suppression of Non-Task Networks During Precise Grasping71
The Influence of Training With Visual Biofeedback on the Predictability of Myoelectric Control Usability70
Neural Correlation Integrated Adaptive Point Process Filtering on Population Spike Trains70
Diagnosis of Mild Cognitive Impairment With Ordinal Pattern Kernel70
Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation68
Joint-Channel-Connectivity-Based Feature Selection and Classification on fNIRS for Stress Detection in Decision-Making68
Application of Home-Based Wearable Technologies in Physical Rehabilitation for Stroke: A Scoping Review66
A Review of Intelligent Walking Support Robots: Aiding Sit-to-Stand Transition and Walking65
Detection of Stroke-Induced Visual Neglect and Target Response Prediction Using Augmented Reality and Electroencephalography65
A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction64
An Intelligent Rehabilitation Assessment Method for Stroke Patients Based on Lower Limb Exoskeleton Robot64
Design and Experimental Evaluation of a Lower-Limb Exoskeleton for Assisting Workers With Motorized Tuning of Squat Heights64
Reliability Analysis for Finger Movement Recognition With Raw Electromyographic Signal by Evidential Convolutional Networks61
An Online Estimating Framework for Ankle Actively Exerted Torque Under Multi-DOF Coupled Dynamic Motions via sEMG59
A Real-Time Non-Implantation Bi-Directional Brain–Computer Interface Solution Without Stimulation Artifacts58
Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography58
ERP and Pupillometry Synchronization Analysis on Rapid Serial Visual Presentation of Words, Numbers, Pictures55
A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints55
Enhanced Brain Functional Interaction Following BCI-Guided Supernumerary Robotic Finger Training Based on Sixth-Finger Motor Imagery55
Corrections to “Effects of Targeted Assistance and Perturbations on the Relationship Between Pelvis Motion and Step Width in People With Chronic Stroke”51
A Distributed Automatic Control Framework for Simultaneous Control of Torque and Cadence in Functional Electrical Stimulation Cycling51
3D Visual Discomfort Assessment With a Weakly Supervised Graph Convolution Neural Network Based on Inaccurately Labeled EEG50
Quantitative EEG Changes in Youth With ASD Following Brief Mindfulness Meditation Exercise50
Detection of Low Resilience Using Data-Driven Effective Connectivity Measures50
Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series49
Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method48
Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions47
A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces46
EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning46
A Personalized Closed-Loop Brain Stimulation Protocol for Difficulty Falling Asleep46
Neurophysiologically Meaningful Motor Imagery EEG Simulation With Applications to Data Augmentation46
Depression Identification Using EEG Signals via a Hybrid of LSTM and Spiking Neural Networks46
Motor Imagery and Action Observation Induced Electroencephalographic Activations to Guide Subject-Specific Training Paradigm: A Pilot Study46
Non-Intrusive Real Time Eye Tracking Using Facial Alignment for Assistive Technologies46
Speech2EEG: Leveraging Pretrained Speech Model for EEG Signal Recognition45
Intelligent Sitting Posture Classifier for Wheelchair Users44
A Deep-Learning Based Real-Time Prediction of Seated Postural Limits and Its Application in Trunk Rehabilitation44
Development and Evaluation of Refreshable Braille Display and Active Touch-Reading System for Digital Reading of the Visually Impaired43
Soft, Lightweight Wearable Robots to Support the Upper Limb in Activities of Daily Living: A Feasibility Study on Chronic Stroke Patients43
Improving Sit/Stand Loading Symmetry and Timing Through Unified Variable Impedance Control of a Powered Knee-Ankle Prosthesis43
Decoding Multi-Brain Motor Imagery From EEG Using Coupling Feature Extraction and Few-Shot Learning42
Task-Related Component Analysis Combining Paired Character Decoding for Miniature Asymmetric Visual Evoked Potentials42
Effect of Feedback on Foot Strike Angle and Forward Propulsion in People With Stroke42
High-Resolution Models of Human Cochlea for a Study of Neural Activation41
Development and Assessment of a New Multichannel Electrocutaneous Device for Non-Invasive Somatosensory Stimulation for Magnetic Resonance Applications41
Automated Diagnosis of Major Depressive Disorder With Multi-Modal MRIs Based on Contrastive Learning: A Few-Shot Study41
EEG-Based Brain Functional Network Analysis for Differential Identification of Dementia-Related Disorders and Their Onset41
A Deep Quantum Convolutional Neural Network Based Facial Expression Recognition For Mental Health Analysis40
TASA: Temporal Attention With Spatial Autoencoder Network for Odor-Induced Emotion Classification Using EEG39
Willed Attentional Selection of Visual Features: An EEG Study38
Digital Biomarker for Muscle Function Assessment Using Surface Electromyography With Electrical Stimulation and a Non-Invasive Wearable Device38
Design of a Portable Biofeedback System for Monitoring Femoral Load During Partial Weight-Bearing Walking38
From Simulation to Reality: Predicting Torque With Fatigue Onset via Transfer Learning37
Deep Reinforcement Learning for Control of Time-Varying Musculoskeletal Systems With High Fatigability: A Feasibility Study37
Changes in Spatiotemporal Variability of Muscular Response Under the Influence of Post-Stroke Spasticity37
Fusion of Human Gaze and Machine Vision for Predicting Intended Locomotion Mode37
Motor-Related EEG Analysis Using a Pole Tracking Approach37
The Multi-Frequency Decomposition Entropy Learning for Nonlinear fMRI Data Analysis37
Side-Aware Meta-Learning for Cross-Dataset Listener Diagnosis With Subjective Tinnitus37
An Auxiliary Diagnostic System for Parkinson’s Disease Based on Wearable Sensors and Genetic Algorithm Optimized Random Forest36
Eliminating or Shortening the Calibration for a P300 Brain–Computer Interface Based on a Convolutional Neural Network and Big Electroencephalography Data: An Online Study36
The Effects of Immersion and Visuo-Tactile Stimulation on Motor Imagery in Stroke Patients are Related to the Sense of Ownership35
Adaptive Oscillator-Based Assistive Torque Control for Gait Asymmetry Correction With a nSEA-Driven Hip Exoskeleton35
Power Budget of a Skull Unit in a Fully-Implantable Brain-Computer Interface: Bio-Heat Model35
The Effects of Bilateral Phase-Dependent Closed-Loop Vibration Stimulation With Motor Imagery Paradigm35
A Three-Dimensional Finger-Tapping Framework for Recognition of Patients With Mild Parkinson’s Disease35
DMA-HPCNet: Dual Multi-Level Attention Hybrid Pyramid Convolution Neural Network for Alzheimer’s Disease Classification35
Novel Moving Steady-State Visual Evoked Potential Stimulus to Assess Afferent and Efferent Dysfunction in Multiple Sclerosis35
MRI Compatible Lumbopelvic Movement Measurement System to Validate and Capture Task Performance During Neuroimaging35
Design and Validation of a Lightweight Hip Exoskeleton Driven by Series Elastic Actuator With Two-Motor Variable Speed Transmission34
Implementation and Tuning of Momentum-Based Controller for Standing Balance in a Lower-Limb Exoskeleton With Paraplegic User34
Throw and Catch: Analyzing the Synchronized Movements of Eyes and Joints in Children33
Differentiating Between Alzheimer’s Disease and Frontotemporal Dementia Based on the Resting-State Multilayer EEG Network33
Explainable Deep Learning Model for EMG-Based Finger Angle Estimation Using Attention33
Optimizing Stimulus Frequency Ranges for Building a High-Rate High Frequency SSVEP-BCI33
Frequency-Dependent Microstate Characteristics for Mild Cognitive Impairment in Parkinson’s Disease33
An Adaptive Hybrid Brain–Computer Interface for Hand Function Rehabilitation of Stroke Patients33
A Calibration-Free Hybrid Approach Combining SSVEP and EOG for Continuous Control32
Deep Spatio-Temporal Attention-Based Recurrent Network From Dynamic Adaptive Functional Connectivity for MCI Identification32
Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration32
IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors31
Lower-Limb Motor Assessment With Corticomuscular Coherence of Multiple Muscles During Ankle Dorsiflexion After Stroke31
Characterization of Bimanual Cyclical Tasks From Single-Trial EEG-fNIRS Measurements31
Effects of Multisession High-Definition Transcranial Direct Current Stimulation on Resting-State Brain Network Connectivity and Efficiency Under Running-Induced Fatigue30
Decoding Coordinated Directions of Bimanual Movements From EEG Signals30
Trans-Spinal Focused Ultrasound Stimulation Selectively Modulates Descending Motor Pathway30
A Residual Movement Classification Based User Interface for Control of Assistive Devices by Persons With Complete Tetraplegia30
The Neural Correlates and Behavioral Impact of Peripheral Noise Electrical Stimulation on Motor Learning30
Effects of Noise Electrical Stimulation on Proprioception, Force Control, and Corticomuscular Functional Connectivity30
Mixture of Experts for EEG-Based Seizure Subtype Classification30
What Can Facial Movements Reveal? Depression Recognition and Analysis Based on Optical Flow Using Bayesian Networks29
A Dynamic Wheelchair Armrest for Promoting Arm Exercise and Mobility After Stroke29
TraHGR: Transformer for Hand Gesture Recognition via Electromyography29
Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke29
Multimodal Emotion Recognition Based on EEG and EOG Signals Evoked by the Video-Odor Stimuli28
Table of Contents28
Reducing the Calibration Time in Somatosensory BCI by Using Tactile ERD28
Ventral and Dorsal Stream EEG Channels: Key Features for EEG-Based Object Recognition and Identification28
Multidimensional Feature Optimization Based Eye Blink Detection Under Epileptiform Discharges28
Domain Adaptation With Self-Guided Adaptive Sampling Strategy: Feature Alignment for Cross-User Myoelectric Pattern Recognition28
Acoustic Motor Cortex Stimulation Enhances the Descending Analgesic Pathway to Alleviate Chronic Pain in Mice27
Frontoparietal Dysconnection in Covert Bipedal Activity for Enhancing the Performance of the Motor Preparation-Based Brain–Computer Interface27
Functional Assessment of 3D-Printed Multifunction Assistive Hand Device for Chronic Stroke Patients27
Eliciting Force and Slippage in Upper Limb Amputees Through Transcutaneous Electrical Nerve Stimulation (TENS)27
The Feasibility of An Automatical Facial Evaluation System Providing Objective and Reliable Results for Facial Palsy27
Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification27
Learning Non-Euclidean Representations With SPD Manifold for Myoelectric Pattern Recognition27
Modulation of Arm Swing Frequency and Gait Using Rhythmic Tactile Feedback27
Adapted Assistance and Resistance Training With a Knee Exoskeleton After Stroke26
Continuous Estimation of Hand Kinematics From Electromyographic Signals Based on Power-and Time-Efficient Transformer Deep Learning Network26
Simultaneous and Proportional Control of Wrist and Hand Movements Based on a Neural-Driven Musculoskeletal Model26
An Attention-Based Wavelet Convolution Neural Network for Epilepsy EEG Classification26
Classifying Routine Clinical Electroencephalograms With Multivariate Iterative Filtering and Convolutional Neural Networks26
Significant Low-Dimensional Spectral-Temporal Features for Seizure Detection26
Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection26
Physics-Informed Learning Framework for Lower Limb Kinematic Prediction With Sparse Sensors and Its Application in Chronic Stroke26
Abnormal Static and Dynamic Local Functional Connectivity in First-Episode Schizophrenia: A Resting-State fMRI Study26
LSTM-MSA: A Novel Deep Learning Model With Dual-Stage Attention Mechanisms Forearm EMG-Based Hand Gesture Recognition25
Theory-Driven EEG Indexes for Tracking Motor Recovery and Predicting the Effects of Hybridizing tDCS With Mirror Therapy in Stroke Patients25
Transfer Learning With Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-Centre Data25
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition24
Network Analysis of Magnetoencephalogram Signals in Schizophrenia Patients When Viewing Emotional Facial Stimuli24
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 User24
Ankle Exoskeleton Assistance Can Affect Step Regulation During Self-Paced Walking24
Validity and Impact of Methods for Collecting Training Data for Myoelectric Prosthetic Control Algorithms24
Efficacy of Transcranial Magnetic Stimulation in Post-Stroke Motor Recovery: Impact of Impairment Severity23
Multi-Joint Leg Moment Estimation During Walking Using Thigh or Shank Angles23
Can Wearable Devices and Machine Learning Techniques Be Used for Recognizing and Segmenting Modified Physical Performance Test Items?23
Communities and Cliques in Functional Brain Network Using Multiscale Consensus Approach23
In Vivo Transcranial Acoustoelectric Brain Imaging of Different Deep Brain Stimulation Currents23
An Efficient Framework for Personalizing EMG-Driven Musculoskeletal Models Based on Reinforcement Learning23
Center of Mass Estimation for Impaired Gait Assessment Using Inertial Measurement Units23
>IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors23
Weighted Multi-Modal Contrastive Learning Based Hybrid Network for Alzheimer’s Disease Diagnosis23
The Fundamental Property of Human Leg During Walking: Linearity and Nonlinearity23
Eye Tracking Reveals Physical Therapist Decision Making While Evaluating Standing Balance Performance23
Electromagnetic Source Imaging via Bayesian Modeling With Smoothness in Spatial and Temporal Domains23
Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors23
Assessment of Sensorized Insoles in Balance and Gait in Individuals With Parkinson’s Disease22
Corrections to “Predicting the Quality of Spatial Learning via Virtual Global Landmarks”22
Enhancing EEG and sEMG Fusion Decoding Using a Multi-Scale Parallel Convolutional Network With Attention Mechanism22
A Novel Transformer-Based Approach for Simultaneous Recognition of Hand Movements and Force Levels in Amputees Using Flexible Ultrasound Transducers22
Individual Prediction of Electric Field Induced by Deep-Brain Magnetic Stimulation With CNN-Transformer22
Microneedle Array Electrodes Fabricated With 3D Printing Technology for High-Quality Electrophysiological Acquisition22
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants22
Constructing Time-Varying Directed EEG Network by Multivariate Nonparametric Dynamical Granger Causality22
Optimizing Representations of Multiple Simultaneous Attributes for Gait Generation Using Deep Learning22
Personalized Alpha-Motoneuron Pool Models Driven by Neural Data Encode the Mechanisms Controlling Rate of Force Development22
Rapid-IAF: Rapid Identification of Individual Alpha Frequency in EEG Data Using Sequential Bayesian Estimation22
Cross Domain Correlation Maximization for Enhancing the Target Recognition of SSVEP-Based Brain–Computer Interfaces22
Exploring Inter-Brain Electroencephalogram Patterns for Social Cognitive Assessment During Jigsaw Puzzle Solving22
Muscle Spindle Model-Based Non-Invasive Electrical Stimulation for Motion Perception Feedback in Prosthetic Hands22
Finite-State Impedance and Direct Myoelectric Control for Robotic Ankle Prostheses: Comparing Their Performance and Exploring Their Combination22
Robust Long-Term Hand Grasp Recognition With Raw Electromyographic Signals Using Multidimensional Uncertainty-Aware Models22
Driving Cognitive Alertness Detecting Using Evoked Multimodal Physiological Signals Based on Uncertain Self-Supervised Learning22
Epileptic Seizure Detection by Cascading Isolation Forest-Based Anomaly Screening and EasyEnsemble21
Dysarthric Speech Transformer: A Sequence-to-Sequence Dysarthric Speech Recognition System21
EEG-Channel-Temporal-Spectral-Attention Correlation for Motor Imagery EEG Classification21
Detecting Activities of Daily Living in Egocentric Video to Contextualize Hand Use at Home in Outpatient Neurorehabilitation Settings21
Coordinating Clearance and Postural Reorientation When Avoiding Physical and Virtual Pedestrians21
Reinforcement Learning-Driven Path Generation for Ankle Rehabilitation Robot Using Musculoskeletal-Informed Energy Optimization21
Dual-Encoder VAE-GAN With Spatiotemporal Features for Emotional EEG Data Augmentation21
Multi-Scale Coupling Between LFP and EMG in Mice by Low-Intensity Pulsed Ultrasound Stimulation With Different Number of Tone-Burst21
Cross-Task Mental Workload Recognition Based on EEG Tensor Representation and Transfer Learning21
Characterizing Autism Spectrum Disorder Through Fusion of Local Cortical Activation and Global Functional Connectivity Using Game-Based Stimuli and a Mobile EEG System21
Development and Clinical Validation of a Rehabilitation Platform for Hip Fracture in Elderly Population21
How Fast Is Too Fast? Boundaries to the Perception of Electrical Stimulation of Peripheral Nerves21
Low-Intensity Transcranial Ultrasound Stimulation Inhibits Epileptic Seizures in Motor Cortex by Modulating Hippocampus Neural Activity20
Offline Evaluation Matters: Investigation of the Influence of Offline Performance on Real-Time Operation of Electromyography-Based Neural-Machine Interfaces20
Semi-Autonomous Continuous Robotic Arm Control Using an Augmented Reality Brain-Computer Interface20
Magnetorheological Damper With Variable Displacement Permanent Magnet for Assisting the Transfer of Load in Lower Limb Exoskeleton20
EEG-Based Motor BCIs for Upper Limb Movement: Current Techniques and Future Insights20
A Time-Local Weighted Transformation Recognition Framework for Steady State Visual Evoked Potentials Based Brain–Computer Interfaces20
Stimulation-Induced Muscle Deformation Measured With A-Mode Ultrasound Correlates With Muscle Fatigue20
Forearm Motion and Hand Grasp Prediction Based on Target Muscle Bioimpedance for Human–Machine Interaction20
Design and Validation of a Wireless Body Sensor Network for Integrated EEG and HD-sEMG Acquisitions20
High-Density EMG Grip Force Estimation During Muscle Fatigue via Domain Adaptation20
Multi-Modal Deep Learning Diagnosis of Parkinson’s Disease—A Systematic Review20
Identification of Optimal and Most Significant Event Related Brain Functional Network20
Neural Correlate and Movement Decoding of Simultaneous-and-Sequential Bimanual Movements Using EEG Signals20
Mapping Individual Motor Unit Activity to Continuous Three-DoF Wrist Torques: Perspectives for Myoelectric Control19
Iteratively Calibratable Network for Reliable EEG-Based Robotic Arm Control19
mGNN-bw: Multi-Scale Graph Neural Network Based on Biased Random Walk Path Aggregation for ASD Diagnosis19
Human Gait Entrainment to Soft Robotic Hip Perturbation During Simulated Overground Walking19
Development and Clinical Validation of a Finite Element Method Model Mapping Focal Intracranial Cooling19
Efficient Observer Design for Ambulatory Estimation of Body Centre of Mass Position19
Front Cover19
Enhancing Detection of Control State for High-Speed Asynchronous SSVEP-BCIs Using Frequency-Specific Framework19
Mordo2: A Personalization Framework for Silent Command Recognition19
Correlating Data-Driven Muscle Selection Approaches to Synergies for Gait Prediction19
Age-Dependent Upper Limb Myoelectric Control Capability in Typically Developing Children19
Enhancement of Time-Frequency Energy for the Classification of Motor Imagery Electroencephalogram Based on an Improved FitzHugh–Nagumo Neuron System18
VSSI-GGD: A Variation Sparse EEG Source Imaging Approach Based on Generalized Gaussian Distribution18
An Interpretable Deep Learning Optimized Wearable Daily Detection System for Parkinson’s Disease18
Identification of Hip and Knee Joint Impedance During the Swing Phase of Walking18
Monitoring Level of Hypnosis Using Stationary Wavelet Transform and Singular Value Decomposition Entropy With Feedforward Neural Network18
Enhanced Online Continuous Brain-Control by Deep Learning-Based EEG Decoding18
Improving Automatic Control of Upper-Limb Prosthesis Wrists Using Gaze-Centered Eye Tracking and Deep Learning18
Toward Assessment of Sound Localization in Disorders of Consciousness Using a Hybrid Audiovisual Brain–Computer Interface18
EEG Peak Detection in Cognitive Conflict Processing Using Summit Navigator and Clustering-Based Ranking18
Early Detection of Alzheimer’s Disease From Cortical and Hippocampal Local Field Potentials Using an Ensembled Machine Learning Model18
Unsupervised Sim-to-Real Adaptation for Environmental Recognition in Assistive Walking18
Multi-Scale FC-Based Multi-Order GCN: A Novel Model for Predicting Individual Behavior From fMRI18
Acquisition Delay of Wireless EEG Instruments in Time-Sensitive Applications18
Effectiveness of Intelligent Control Strategies in Robot-Assisted Rehabilitation—A Systematic Review18
Continuous Grasping Force Estimation With Surface EMG Based on Huxley-Type Musculoskeletal Model18
Interpretable Supervised Muscle Network Decomposition by Multifactorial ANOVA-ICA18
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond18
IEEE Transactions on Neural Systems and Rehabilitation Engineering publication information17
Study of Tactile Sensation Somatotopy and Homology Between Projected Fingers in Residual Limb and Natural Fingers in Intact Limb17
Classification of Motor-Imagery Tasks Using a Large EEG Dataset by Fusing Classifiers Learning on Wavelet-Scattering Features17
Front-End Replication Dynamic Window (FRDW) for Online Motor Imagery Classification17
Motor Imagery Classification for Asynchronous EEG-Based Brain–Computer Interfaces17
Friction-Induced Pain: From Skin Surface to Brain Activation17
Monitoring Active Patient Participation During Robotic Rehabilitation: Comparison Between a Robot-Based Metric and an EMG-Based Metric17
Numerical Analysis of Transcranial Magnetic Stimulation Application in Patients With Orofacial Pain17
Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model17
Fully Implantable Neurostimulation System for Long-Term Behavioral Animal Study17
Neuromuscular Mechanisms of Motor Adaptation to Repeated Treadmill-Slip Perturbations During Stance in Healthy Young Adults17
XCF-LSTMSATNet: A Classification Approach for EEG Signals Evoked by Dynamic Random Dot Stereograms17
Myoelectric Fatigue and Motor-Unit Firing Patterns During Sinusoidal Vibration Superimposed on Low-Intensity Isometric Contraction17
The More, the Better? Evaluating the Role of EEG Preprocessing for Deep Learning Applications17
Spatiotemporal Dynamics of Periodic and Aperiodic Brain Activity Under Peripheral Nerve Stimulation With Acupuncture17
Neuro-Musculoskeletal Modeling for Online Estimation of Continuous Wrist Movements from Motor Unit Activities17
The Masking Impact of Intra-Artifacts in EEG on Deep Learning-Based Sleep Staging Systems: A Comparative Study16
Predictive Control for an Ankle Rehabilitation Robot Using Differential Evolution Optimization Algorithm-Based Fuzzy NARX Model16
EMG Probability Density Function: A New Way to Look at EMG Signal Filling From Single Motor Unit Potential to Full Interference Pattern16
Estimation of Gait Parameters in Huntington’s Disease Using Wearable Sensors in the Clinic and Free-living Conditions16
A Cascade xDAWN EEGNet Structure for Unified Visual-Evoked Related Potential Detection16
Deep Multi-Scale Fusion of Convolutional Neural Networks for EMG-Based Movement Estimation16
Novice Users’ Brain Activity and Biomechanics Change After Practicing Walking With an Ankle Exoskeleton16
Latent Space Coding Capsule Network for Mental Workload Classification16
Impact of Gait Parameters and Their Variability on Fall Risk Assessment Accuracy Using Wearable Sensor16
A Developed LSTM-Ladder-Network-Based Model for Sleep Stage Classification16
Cross-Subject Motor Imagery Decoding by Transfer Learning of Tactile ERD16
Accurate Mental Stress Detection Using Sequential Backward Selection and Adaptive Synthetic Methods16
BWGAN-GP: An EEG Data Generation Method for Class Imbalance Problem in RSVP Tasks16
Assessment of TENS-Evoked Tactile Sensations for Transradial Amputees via EEG Investigation16
Automated Stress Recognition Using Supervised Learning Classifiers by Interactive Virtual Reality Scenes16
BlazePose-Seq2Seq: Leveraging Regular RGB Cameras for Robust Gait Assessment16
Classification of Action Potentials With High Variability Using Convolutional Neural Network for Motor Unit Tracking16
Quantification of Hypsarrhythmia in Infantile Spasmatic EEG: A Large Cohort Study16
Automatic Feature Selection for Sensorimotor Rhythms Brain-Computer Interface Fusing Expert and Data-Driven Knowledge16
Immersive Virtual Reality for the Cognitive Rehabilitation of Stroke Survivors16
Muscle Synergy-Based Functional Electrical Stimulation Reduces Muscular Fatigue in Post-Stroke Patients: A Systematic Comparison16
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