IEEE Transactions on Neural Systems and Rehabilitation Engineering

Title Publication Date Language Citations
Automatic Detection of Scalp High-Frequency Oscillations Based on Deep Learning2024/01/01
Assessing Free-Living Postural Sway in Persons With Multiple Sclerosis2024/01/01
A Novel Data Augmentation Approach Using Mask Encoding for Deep Learning-Based Asynchronous SSVEP-BCI2024/01/01
A Novel CNN-BiLSTM Ensemble Model With Attention Mechanism for Sit-to-Stand Phase Identification Using Wearable Inertial Sensors2024/01/01
A Lightweight Dynamic Hand Orthosis With Sequential Joint Flexion Movement for Postoperative Rehabilitation of Flexor Tendon Repair Surgery2024/01/01
Decoding Multi-DoF Movements Using a CST-Based Force Generation Model With Single-DoF Training2024/01/01
Objective Neurophysiological Indices for the Assessment of Chronic Tinnitus Based on EEG Microstate Parameters2024/01/01
A New Compound-Limbs Paradigm: Integrating Upper-Limb Swing Improves Lower-Limb Stepping Intention Decoding From EEG2023/01/01
Multi-Channel FES Gait Rehabilitation Assistance System Based on Adaptive sEMG Modulation2023/01/01
MSFR-GCN: A Multi-Scale Feature Reconstruction Graph Convolutional Network for EEG Emotion and Cognition Recognition2023/01/01
Modeling, Control, and Clinical Validation of an Upper-Limb Medical Education Task Trainer for Elbow Spasticity and Rigidity Assessment2023/01/01
Cross-Subject Transfer Method Based on Domain Generalization for Facilitating Calibration of SSVEP-Based BCIs2023/01/01
A Spatial-Temporal Transformer Architecture Using Multi-Channel Signals for Sleep Stage Classification2023/01/01
Current Topics in Technology-Enabled Stroke Rehabilitation and Reintegration: A Scoping Review and Content Analysis2023/01/01
Movement Artifact Suppression in Wearable Low-Density and Dry EEG Recordings Using Active Electrodes and Artifact Subspace Reconstruction2023/01/01
A Wearable Biofeedback Device for Monitoring Tibial Load During Partial Weight-Bearing Walking2023/01/01
An Approach for EEG Denoising Based on Wasserstein Generative Adversarial Network2023/01/01
Multi-Scale Dynamic Graph Learning for Brain Disorder Detection With Functional MRI2023/01/01
An Interpretable Deep Learning Optimized Wearable Daily Detection System for Parkinson’s Disease2023/01/01
EEG Signal Epilepsy Detection With a Weighted Neighbor Graph Representation and Two-Stream Graph-Based Framework2023/01/01
SSVEP-Based Brain-Computer Interface Controlled Robotic Platform With Velocity Modulation2023/01/01
A Calibration-Free Hybrid BCI Speller System Based on High-Frequency SSVEP and sEMG2023/01/01
Ankle-Foot-Orthosis “Hermes” Compensates Pathological Ankle Stiffness of Chronic Stroke—A Proof of Concept2023/01/01
3DSleepNet: A Multi-Channel Bio-Signal Based Sleep Stages Classification Method Using Deep Learning2023/01/01
Cross Domain Correlation Maximization for Enhancing the Target Recognition of SSVEP-Based Brain–Computer Interfaces2023/01/01
Clinical, Kinematic and Muscle Assessment of Bilateral Coordinated Upper-Limb Movements Following Cervical Spinal Cord Injury2023/01/01
Adapted Assistance and Resistance Training With a Knee Exoskeleton After Stroke2023/01/01
Multimodal Autism Spectrum Disorder Diagnosis Method Based on DeepGCN2023/01/01
Aligning Semantic in Brain and Language: A Curriculum Contrastive Method for Electroencephalography-to-Text Generation2023/01/01
Spatial Variation Generation Algorithm for Motor Imagery Data Augmentation: Increasing the Density of Sample Vicinity2023/01/01