IEEE Transactions on Neural Systems and Rehabilitation Engineering

Papers
(The TQCC of IEEE Transactions on Neural Systems and Rehabilitation Engineering is 12. 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 2022-06-01 to 2026-06-01.)
ArticleCitations
Variation Minimization Based Electrocardiogram Artifacts Removal for Local Field Potentials From Neurostimulator848
Detection of Low Resilience Using Data-Driven Effective Connectivity Measures150
Decoding Upper-Limb Movements via Inter-Muscle Displacement: From Synthetic to Clinical Data in a Myokinetic Interface134
Muscle Synergy Analysis of Patients With Chronic Low Back Pain During Functional Tasks115
3D Visual Discomfort Assessment With a Weakly Supervised Graph Convolution Neural Network Based on Inaccurately Labeled EEG113
A Locomotion Mode Recognition Algorithm Using Adaptive Dynamic Movement Primitives109
KAleep-Net: A Kolmogorov-Arnold Flash Attention Network for Sleep Stage Classification Using Single-Channel EEG With Explainability104
Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation103
Corrections to “Effects of Targeted Assistance and Perturbations on the Relationship Between Pelvis Motion and Step Width in People With Chronic Stroke”102
A Personalized Closed-Loop Brain Stimulation Protocol for Difficulty Falling Asleep97
Enhancing SSVEP-BCI Performance Under Fatigue State Using Dynamic Stopping Strategy96
Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method86
3-D Evaluation of Abnormal Upper Extremity Joint Coupling Post-Stroke79
A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints78
Turning Strategies While Walking on an Omnidirectional Treadmill With Virtual Reality76
Investigating Feedback-Informed Screen-Guided Training to Enhance Myoelectric Control and Predictability73
Non-Intrusive Real Time Eye Tracking Using Facial Alignment for Assistive Technologies72
Neural Correlation Integrated Adaptive Point Process Filtering on Population Spike Trains71
Adaptive Adjustment of FES Profiles Using Norm-Optimal Iterative Learning Control for Foot Drop Correction71
Motor Imagery and Action Observation Induced Electroencephalographic Activations to Guide Subject-Specific Training Paradigm: A Pilot Study71
A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction70
Depression Identification Using EEG Signals via a Hybrid of LSTM and Spiking Neural Networks69
Application of Home-Based Wearable Technologies in Physical Rehabilitation for Stroke: A Scoping Review68
An Online Estimating Framework for Ankle Actively Exerted Torque Under Multi-DOF Coupled Dynamic Motions via sEMG67
Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series65
Lower-Limb Non-Parametric Functional Muscle Network: Test-Retest Reliability Analysis65
Intelligent Sitting Posture Classifier for Wheelchair Users64
A Real-Time Non-Implantation Bi-Directional Brain–Computer Interface Solution Without Stimulation Artifacts64
Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy64
Biophysical Models With Adaptive Online Learning for Direct Neural Control of Prostheses63
Behavioral Cloning of Physiotherapists in Adapting Robot Control Parameter63
Myo-Hand XP: User-Centered Co-Design, Clinical Implementation, and Commercial Translation of an Immersive Virtual Reality Intervention for Myoelectric Prosthesis Training63
Visual Feedback Gain Modulates the Activation of Task-Related Networks and the Suppression of Non-Task Networks During Precise Grasping63
Test-Retest Reliability and Preliminary Reference Data for the Virtual Eggs Test in Healthy Adults60
ERP and Pupillometry Synchronization Analysis on Rapid Serial Visual Presentation of Words, Numbers, Pictures58
Speech2EEG: Leveraging Pretrained Speech Model for EEG Signal Recognition58
Neurophysiologically Meaningful Motor Imagery EEG Simulation With Applications to Data Augmentation56
Simulation-Driven Exoskeleton Control: Predicting Soft Pneumatic Gel Muscle Actuator Assistance to Reduce Metabolic Cost at Different Walking Speeds56
Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography55
Improving Sit/Stand Loading Symmetry and Timing Through Unified Variable Impedance Control of a Powered Knee-Ankle Prosthesis54
A Deep-Learning Based Real-Time Prediction of Seated Postural Limits and Its Application in Trunk Rehabilitation53
Development and Evaluation of Refreshable Braille Display and Active Touch-Reading System for Digital Reading of the Visually Impaired52
Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions52
Enhanced Brain Functional Interaction Following BCI-Guided Supernumerary Robotic Finger Training Based on Sixth-Finger Motor Imagery52
A Review of Intelligent Walking Support Robots: Aiding Sit-to-Stand Transition and Walking52
A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces52
An Intelligent Rehabilitation Assessment Method for Stroke Patients Based on Lower Limb Exoskeleton Robot50
Frequency-Dependent Microstate Characteristics for Mild Cognitive Impairment in Parkinson’s Disease49
Gait Adaptation to Asymmetric Foot-Ground Compliance Applied by Robotic Footwear49
Human Locomotion Implicit Modeling-Based Real-Time Gait Phase Estimation48
Novel Moving Steady-State Visual Evoked Potential Stimulus to Assess Afferent and Efferent Dysfunction in Multiple Sclerosis47
Optimizing Stimulus Frequency Ranges for Building a High-Rate High Frequency SSVEP-BCI46
Development and Assessment of a New Multichannel Electrocutaneous Device for Non-Invasive Somatosensory Stimulation for Magnetic Resonance Applications46
Changes in Spatiotemporal Variability of Muscular Response Under the Influence of Post-Stroke Spasticity44
Effect of Feedback on Foot Strike Angle and Forward Propulsion in People With Stroke43
A Screen-Based Multimodal Virtual Classroom Interface for Understanding Behavioral Sensory Responses in Autistic Adolescents: A Pilot Study43
MRI Compatible Lumbopelvic Movement Measurement System to Validate and Capture Task Performance During Neuroimaging43
TASA: Temporal Attention With Spatial Autoencoder Network for Odor-Induced Emotion Classification Using EEG42
A Three-Dimensional Finger-Tapping Framework for Recognition of Patients With Mild Parkinson’s Disease42
Severity-Controllable Pathological Text-to-Speech Synthesis for Clinical Applications42
Motor-Related EEG Analysis Using a Pole Tracking Approach42
Learning Frame-Level Classifiers for Video-Based Real-Time Assessment of Stroke Rehabilitation Exercises From Weakly Annotated Datasets41
No Evidence of Phase-Amplitude Coupling in Auditory Steady-State Responses41
Willed Attentional Selection of Visual Features: An EEG Study41
Prefrontal Hierarchical Control of Corticomuscular Coherence in Stroke40
Power Budget of a Skull Unit in a Fully-Implantable Brain-Computer Interface: Bio-Heat Model40
Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration39
A Calibration-Free Hybrid Approach Combining SSVEP and EOG for Continuous Control39
An AI-Driven Multimodal Smart Home Platform for Continuous Monitoring and Assistance in Post-Stroke Motor Impairment39
Binaural Beat Stimulation for Cognitive and Psychological Enhancement in Alzheimer’s Disease: A Pilot Study38
The Multi-Frequency Decomposition Entropy Learning for Nonlinear fMRI Data Analysis38
Adjustable Rigid-Soft Wearable Hand Robot With Magnetorheological Cable-Driven Mechanism for Grasping Assistance37
Digital Biomarker for Muscle Function Assessment Using Surface Electromyography With Electrical Stimulation and a Non-Invasive Wearable Device37
Differentiating Between Alzheimer’s Disease and Frontotemporal Dementia Based on the Resting-State Multilayer EEG Network37
DMA-HPCNet: Dual Multi-Level Attention Hybrid Pyramid Convolution Neural Network for Alzheimer’s Disease Classification36
Automated Diagnosis of Major Depressive Disorder With Multi-Modal MRIs Based on Contrastive Learning: A Few-Shot Study36
Decoding Multi-Brain Motor Imagery From EEG Using Coupling Feature Extraction and Few-Shot Learning36
An Adaptive Hybrid Brain–Computer Interface for Hand Function Rehabilitation of Stroke Patients36
A Novel Sliding Mode Differentiator-Based Feature for EMG-Based Hand Gesture Characterization36
Transformer-Based Context-Informed Incremental Learning With sDTW Alignment Unlocks Fast and Precise Regression-Based Myoelectric Control36
Eliminating or Shortening the Calibration for a P300 Brain–Computer Interface Based on a Convolutional Neural Network and Big Electroencephalography Data: An Online Study36
Implementation and Tuning of Momentum-Based Controller for Standing Balance in a Lower-Limb Exoskeleton With Paraplegic User35
From Simulation to Reality: Predicting Torque With Fatigue Onset via Transfer Learning35
Throw and Catch: Analyzing the Synchronized Movements of Eyes and Joints in Children35
Data Glove and Controller Utilized in a Ball-Catching Task With Virtual Reality Differentially Modulate Corticospinal Excitability During Combined Action Observation and Motor Imagery35
High-Resolution Models of Human Cochlea for a Study of Neural Activation35
Design of a Portable Biofeedback System for Monitoring Femoral Load During Partial Weight-Bearing Walking34
Effects of Sequential Dual-Target TMS on the Dynamic Characteristics of Brain Networks as Revealed by fNIRS34
Design and Evaluation of User-Centered Extended Reality Myoelectric Prosthesis Training Tool34
Simultaneous Recognition of Finger Flexion, Angle, and Force Based on a Wearable High-Density Neuromuscular Interface for Real-Time Anthropomorphic Prosthetics Control34
The Effects of Immersion and Visuo-Tactile Stimulation on Motor Imagery in Stroke Patients are Related to the Sense of Ownership34
Unraveling Chronic Ankle Instability: A Data-Driven Clustering Approach to Redefine Subtypes and Improve Diagnosis34
Soft Exosuit Based on Fabric Muscle to Assist Shoulder Joint Movements in Patients With Neuromuscular Diseases34
IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors33
EEG-Based Brain Functional Network Analysis for Differential Identification of Dementia-Related Disorders and Their Onset33
Lower-Limb Motor Assessment With Corticomuscular Coherence of Multiple Muscles During Ankle Dorsiflexion After Stroke33
A Deep Quantum Convolutional Neural Network Based Facial Expression Recognition For Mental Health Analysis33
Technology-Enhanced Dual-Task Testing for Alzheimer’s Disease and Related Dementias: A Review of Trends, Tools, and Emerging Directions33
Theory-Driven EEG Indexes for Tracking Motor Recovery and Predicting the Effects of Hybridizing tDCS With Mirror Therapy in Stroke Patients32
Skeleton-Based Continuous Scale Parkinsonian Gait Score Estimation Using Omni-Dimensional Self-Attention Convolution Networks32
Frontoparietal Dysconnection in Covert Bipedal Activity for Enhancing the Performance of the Motor Preparation-Based Brain–Computer Interface32
Novel Platform for Quantitative Assessment of Functional Object Interactions After Stroke32
Optical-Tattoo Sensing for Non-contact Control of Bionic Limbs: A Conceptual Framework31
Biofeedback Speeds Adaptation to Exoskeleton Gait Assistance31
Reinforcement Learning Identifies Age-Related Balance Strategy Shifts31
Table of Contents31
Deep Feature Learning From Electromyographic Signals for Gesture Recognition Systems31
Acoustic Motor Cortex Stimulation Enhances the Descending Analgesic Pathway to Alleviate Chronic Pain in Mice31
The Neural Correlates and Behavioral Impact of Peripheral Noise Electrical Stimulation on Motor Learning30
LSTM-MSA: A Novel Deep Learning Model With Dual-Stage Attention Mechanisms Forearm EMG-Based Hand Gesture Recognition30
Simultaneous and Proportional Control of Wrist and Hand Movements Based on a Neural-Driven Musculoskeletal Model30
Decoding Coordinated Directions of Bimanual Movements From EEG Signals30
Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection29
Mixture of Experts for EEG-Based Seizure Subtype Classification29
MCI Detection From Odor-Evoked EEG Using a Multibranch Attention-Based Temporal–Spectral CNN29
Adapted Assistance and Resistance Training With a Knee Exoskeleton After Stroke29
Classifying Routine Clinical Electroencephalograms With Multivariate Iterative Filtering and Convolutional Neural Networks29
TraHGR: Transformer for Hand Gesture Recognition via Electromyography29
Multimodal Emotion Recognition Based on EEG and EOG Signals Evoked by the Video-Odor Stimuli29
What Can Facial Movements Reveal? Depression Recognition and Analysis Based on Optical Flow Using Bayesian Networks29
Eliciting Force and Slippage in Upper Limb Amputees Through Transcutaneous Electrical Nerve Stimulation (TENS)29
Ventral and Dorsal Stream EEG Channels: Key Features for EEG-Based Object Recognition and Identification29
Quantification and Visualization of Interpersonal Synchrony Using Wearable Sensors: A Case Study on Autistic and Neurotypical Children29
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 User28
Advanced Assessment of Stroke in Retinal Fundus Imaging With Deep Multi-View Learning28
Modulation of Arm Swing Frequency and Gait Using Rhythmic Tactile Feedback28
Physics-Informed Learning Framework for Lower Limb Kinematic Prediction With Sparse Sensors and Its Application in Chronic Stroke28
Effects of Noise Electrical Stimulation on Proprioception, Force Control, and Corticomuscular Functional Connectivity28
Abnormal Static and Dynamic Local Functional Connectivity in First-Episode Schizophrenia: A Resting-State fMRI Study28
The Feasibility of An Automatical Facial Evaluation System Providing Objective and Reliable Results for Facial Palsy28
Continuous Estimation of Hand Kinematics From Electromyographic Signals Based on Power-and Time-Efficient Transformer Deep Learning Network28
Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification27
Transfer Learning With Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-Centre Data27
In Vivo Transcranial Acoustoelectric Brain Imaging of Different Deep Brain Stimulation Currents27
Validity and Impact of Methods for Collecting Training Data for Myoelectric Prosthetic Control Algorithms27
Effects of Multisession High-Definition Transcranial Direct Current Stimulation on Resting-State Brain Network Connectivity and Efficiency Under Running-Induced Fatigue27
Eye Tracking Reveals Physical Therapist Decision Making While Evaluating Standing Balance Performance27
Personalized Alpha-Motoneuron Pool Models Driven by Neural Data Encode the Mechanisms Controlling Rate of Force Development27
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition27
>IEEE Transactions on Neural Systems and Rehabilitation Engineering information for authors27
IEEE Transactions on Neural Systems and Rehabilitation27
Multi-Scale Coupling Between LFP and EMG in Mice by Low-Intensity Pulsed Ultrasound Stimulation With Different Number of Tone-Burst26
Multi-Joint Leg Moment Estimation During Walking Using Thigh or Shank Angles26
Low-Intensity Transcranial Ultrasound Stimulation Inhibits Epileptic Seizures in Motor Cortex by Modulating Hippocampus Neural Activity26
Cross Domain Correlation Maximization for Enhancing the Target Recognition of SSVEP-Based Brain–Computer Interfaces26
Age-Related Differences in Bimanual Isometric Force Tracking26
Ankle Exoskeleton Assistance Can Affect Step Regulation During Self-Paced Walking26
Driving Cognitive Alertness Detecting Using Evoked Multimodal Physiological Signals Based on Uncertain Self-Supervised Learning26
Smart Ward Control Based on a Wearable Multimodal Brain–Computer Interface Mouse26
An Efficient Framework for Personalizing EMG-Driven Musculoskeletal Models Based on Reinforcement Learning26
Enhancing EEG and sEMG Fusion Decoding Using a Multi-Scale Parallel Convolutional Network With Attention Mechanism25
Characterizing Autism Spectrum Disorder Through Fusion of Local Cortical Activation and Global Functional Connectivity Using Game-Based Stimuli and a Mobile EEG System25
A Novel Transformer-Based Approach for Simultaneous Recognition of Hand Movements and Force Levels in Amputees Using Flexible Ultrasound Transducers25
Assessment of Sensorized Insoles in Balance and Gait in Individuals With Parkinson’s Disease25
Microneedle Array Electrodes Fabricated With 3D Printing Technology for High-Quality Electrophysiological Acquisition25
Efficacy of Transcranial Magnetic Stimulation in Post-Stroke Motor Recovery: Impact of Impairment Severity25
Network Analysis of Magnetoencephalogram Signals in Schizophrenia Patients When Viewing Emotional Facial Stimuli25
Wearable Motion Analysis System for Thoracic Spine Mobility With Inertial Sensors25
Detecting Activities of Daily Living in Egocentric Video to Contextualize Hand Use at Home in Outpatient Neurorehabilitation Settings25
Offline Evaluation Matters: Investigation of the Influence of Offline Performance on Real-Time Operation of Electromyography-Based Neural-Machine Interfaces25
Rapid-IAF: Rapid Identification of Individual Alpha Frequency in EEG Data Using Sequential Bayesian Estimation25
The Fundamental Property of Human Leg During Walking: Linearity and Nonlinearity25
Inter-Trial Consistency in Sensorimotor Cortex During Finger-Tapping Movements25
Exploring Inter-Brain Electroencephalogram Patterns for Social Cognitive Assessment During Jigsaw Puzzle Solving25
EEG-Based Motor BCIs for Upper Limb Movement: Current Techniques and Future Insights24
Muscle Spindle Model-Based Non-Invasive Electrical Stimulation for Motion Perception Feedback in Prosthetic Hands24
Finite-State Impedance and Direct Myoelectric Control for Robotic Ankle Prostheses: Comparing Their Performance and Exploring Their Combination24
Dysarthric Speech Transformer: A Sequence-to-Sequence Dysarthric Speech Recognition System24
Robust Long-Term Hand Grasp Recognition With Raw Electromyographic Signals Using Multidimensional Uncertainty-Aware Models24
High-Density EMG Grip Force Estimation During Muscle Fatigue via Domain Adaptation24
Multi-Modal Deep Learning Diagnosis of Parkinson’s Disease—A Systematic Review24
Optimizing Representations of Multiple Simultaneous Attributes for Gait Generation Using Deep Learning24
Dual-Encoder VAE-GAN With Spatiotemporal Features for Emotional EEG Data Augmentation24
Center of Mass Estimation for Impaired Gait Assessment Using Inertial Measurement Units24
EEG-Channel-Temporal-Spectral-Attention Correlation for Motor Imagery EEG Classification23
Analysis of Freezing of Gait in Parkinson’s Disease Detection Using a Multimodal Prototype Learning Framework23
State-dependent neuromodulation reveals link between online and offline corticospinal excitability23
Weighted Multi-Modal Contrastive Learning Based Hybrid Network for Alzheimer’s Disease Diagnosis23
Front Cover23
Navigation in Virtual Reality Floor Mazes: Added Cognitive Demand and Its Effects on Gait and Balance in Parkinson’s Disease23
Individual Prediction of Electric Field Induced by Deep-Brain Magnetic Stimulation With CNN-Transformer23
Cross-Task Mental Workload Recognition Based on EEG Tensor Representation and Transfer Learning23
Identification of Optimal and Most Significant Event Related Brain Functional Network23
Correlating Data-Driven Muscle Selection Approaches to Synergies for Gait Prediction23
Reinforcement Learning-Driven Path Generation for Ankle Rehabilitation Robot Using Musculoskeletal-Informed Energy Optimization23
Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data23
Immediate Modulations of Cheek Acupuncture on Brain Oscillations and Connectivity in Individuals With Chronic Pain23
Continuous Grasping Force Estimation With Surface EMG Based on Huxley-Type Musculoskeletal Model22
Controlling Epileptic Seizures through Hippocampal Regulation: A Complex Network Analysis in the Mouse Brain22
EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-Based Gait Decoding22
Managing Classroom Behavior in School-Aged Children With ADHD Using AI-Empowered Vest22
Interpretable Supervised Muscle Network Decomposition by Multifactorial ANOVA-ICA22
Efficient Observer Design for Ambulatory Estimation of Body Centre of Mass Position22
Enhancement of Time-Frequency Energy for the Classification of Motor Imagery Electroencephalogram Based on an Improved FitzHugh–Nagumo Neuron System22
Forearm Motion and Hand Grasp Prediction Based on Target Muscle Bioimpedance for Human–Machine Interaction21
Edge-Aided Radar-Based Exercise Form Classification Using Lightweight Ensemble Learning for Personalized Healthcare21
Motor Imagery Classification for Asynchronous EEG-Based Brain–Computer Interfaces21
Iteratively Calibratable Network for Reliable EEG-Based Robotic Arm Control21
Mapping Individual Motor Unit Activity to Continuous Three-DoF Wrist Torques: Perspectives for Myoelectric Control21
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond21
How Does the Ankle Complex Respond to Cable-Driven Assistance Spanning the Talocrural and Subtalar Joints During Walking?21
Enhanced Online Continuous Brain-Control by Deep Learning-Based EEG Decoding21
mGNN-bw: Multi-Scale Graph Neural Network Based on Biased Random Walk Path Aggregation for ASD Diagnosis21
Stimulation-Induced Muscle Deformation Measured With A-Mode Ultrasound Correlates With Muscle Fatigue21
Mordo2: A Personalization Framework for Silent Command Recognition21
Semi-Autonomous Continuous Robotic Arm Control Using an Augmented Reality Brain-Computer Interface20
An Interpretable Deep Learning Optimized Wearable Daily Detection System for Parkinson’s Disease20
Acquisition Delay of Wireless EEG Instruments in Time-Sensitive Applications20
Classification of Motor-Imagery Tasks Using a Large EEG Dataset by Fusing Classifiers Learning on Wavelet-Scattering Features20
A Time-Local Weighted Transformation Recognition Framework for Steady State Visual Evoked Potentials Based Brain–Computer Interfaces20
Early Detection of Alzheimer’s Disease From Cortical and Hippocampal Local Field Potentials Using an Ensembled Machine Learning Model20
An EEG-EMG-Based Hybrid Brain–Computer Interface for Decoding Tones in Silent and Audible Speech20
VSSI-GGD: A Variation Sparse EEG Source Imaging Approach Based on Generalized Gaussian Distribution20
Multi-Scale FC-Based Multi-Order GCN: A Novel Model for Predicting Individual Behavior From fMRI20
Vehicle-Embedded Vibrotactile Haptic Feedback for Improved Driving Safety in Power Wheelchairs20
Neural Correlate and Movement Decoding of Simultaneous-and-Sequential Bimanual Movements Using EEG Signals20
Adaptive Gait Assistance for Foot Drop Rehabilitation Based on Uncertainty Fusion of Contralateral Limb Information20
Human Gait Entrainment to Soft Robotic Hip Perturbation During Simulated Overground Walking20
Enhancing Detection of Control State for High-Speed Asynchronous SSVEP-BCIs Using Frequency-Specific Framework20
Effectiveness of Intelligent Control Strategies in Robot-Assisted Rehabilitation—A Systematic Review20
Spatiotemporal Dynamics of Periodic and Aperiodic Brain Activity Under Peripheral Nerve Stimulation With Acupuncture20
Identification of Standing Balance System Considering Center of Mass Control for Support Surface Sway20
Magnetorheological Damper With Variable Displacement Permanent Magnet for Assisting the Transfer of Load in Lower Limb Exoskeleton20
Exploring the Applicability of Transfer Learning and Feature Engineering in Epilepsy Prediction Using Hybrid Transformer Model20
Monitoring Level of Hypnosis Using Stationary Wavelet Transform and Singular Value Decomposition Entropy With Feedforward Neural Network20
Adaptive Gait-Based Control for Assistive Robots Supporting Elderly on Inclined Surfaces19
Quantification of Hypsarrhythmia in Infantile Spasmatic EEG: A Large Cohort Study19
Friction-Induced Pain: From Skin Surface to Brain Activation19
Lower Back Muscle Fatigue Recognition Based on the Fusion-Information of Multi-Channel sEMG and NIRS Simultaneous Recordings19
XCF-LSTMSATNet: A Classification Approach for EEG Signals Evoked by Dynamic Random Dot Stereograms19
Monitoring Active Patient Participation During Robotic Rehabilitation: Comparison Between a Robot-Based Metric and an EMG-Based Metric19
Fully Implantable Neurostimulation System for Long-Term Behavioral Animal Study19
Automatic Feature Selection for Sensorimotor Rhythms Brain-Computer Interface Fusing Expert and Data-Driven Knowledge19
The More, the Better? Evaluating the Role of EEG Preprocessing for Deep Learning Applications19
User-Adaptive Variable Impedance Control Using Bayesian Optimization for Robot-Aided Ankle Rehabilitation19
Improving Generalization in Federated Learning for Steady-State Visual Evoked Potential Classification and Its Application in Soft Gripper19
Neuromuscular Mechanisms of Motor Adaptation to Repeated Treadmill-Slip Perturbations During Stance in Healthy Young Adults19
Myoelectric Fatigue and Motor-Unit Firing Patterns During Sinusoidal Vibration Superimposed on Low-Intensity Isometric Contraction19
Effects of a Powered Knee–Ankle Prosthesis on Intact Joint Biomechanics Across Sustained Activities of Daily Life: A Case Series18
Accurate Mental Stress Detection Using Sequential Backward Selection and Adaptive Synthetic Methods18
Effects of Low-Intensity Transcranial Ultrasound Stimulation on Cortical Functional Network Connections and Epileptic Seizures in a Mouse Model of Epilepsy18
Self-Organizing Recruitment of Compensatory Cortical Areas Post-Stroke Can Maximize Residual Motor Performance18
Predictive Control for an Ankle Rehabilitation Robot Using Differential Evolution Optimization Algorithm-Based Fuzzy NARX Model18
Latent Space Coding Capsule Network for Mental Workload Classification18
Classification of Action Potentials With High Variability Using Convolutional Neural Network for Motor Unit Tracking18
Tongue-Yoga: Precision Visual Feedback Rehabilitation Improves Tongue Agility18
A Bionic Foot Controlled by a Synergy-Driven Neuromechanical Model Enables Walking at Various Speeds in Socket-Suspended and Bone-Anchored Prosthesis Users18
Topology-Learnable Static-Dynamic Graph Convolutional Network for Brain Disorder Detection With Functional MRI18
Cross-Subject Motor Imagery Decoding by Transfer Learning of Tactile ERD18
Novice Users’ Brain Activity and Biomechanics Change After Practicing Walking With an Ankle Exoskeleton18
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