Biometrics | Electronic Health Records | Neurology ResNet1D-Based Personal Identification with Multi-Session Surface Electromyography for Electronic Health Record Integration. May 25, 2024
Human-Computer Interaction (HCI) Fusion inception and transformer network for continuous estimation of finger kinematics from surface electromyography. May 20, 2024
Biomedical Engineering | Neurology | Orthopedics From Forearm to Wrist: Deep Learning for Surface Electromyography-Based Gesture Recognition. December 8, 2023
Biomedical Engineering | Prosthetics | Rehabilitation Medicine Continuous joint velocity estimation using CNN-based deep learning for multi-DoF prosthetic wrist for activities of daily living. September 25, 2023
Ergonomics | Physical Therapy | Rehabilitation Therapy Multisensory Evaluation of Muscle Activity and Human Manipulability during Upper Limb Motor Tasks. July 28, 2023
Biomedical Engineering | Rehabilitation Medicine LSTM-AE for Domain Shift Quantification in Cross-day Upper-limb Motion Estimation Using Surface Electromyography. May 30, 2023
Human-Computer Interaction | Rehabilitation Therapy LST-EMG-Net: Long short-term transformer feature fusion network for sEMG gesture recognition. March 17, 2023
Biomedical Engineering | Neurology | Physical Therapy MSFF-Net: Multi-Stream Feature Fusion Network for surface electromyography gesture recognition. November 7, 2022
Other Ultrathin crystalline-silicon-based strain gauges with deep learning algorithms for silent speech interfaces. October 3, 2022
Digital Signal Processing | Disability Assistance | Elderly care | Speech Recognition A novel silent speech recognition approach based on parallel inception convolutional neural network and Mel frequency spectral coefficient. September 19, 2022
Biomedical Engineering | Neurology Unsupervised layer-wise feature extraction algorithm for surface electromyography based on information theory. September 2, 2022