Biomedical Engineering | Neurology Deep Autoencoder for Real-time Single-channel EEG Cleaning and its Smartphone Implementation using TensorFlow Lite with Hardware/software Acceleration. June 3, 2024
Neurology | Pediatrics Automatic detection of epilepsy from EEGs using a temporal convolutional network with a self-attention layer. June 2, 2024
Artificial Intelligence | Human-Computer Interaction | Neuroscience | Psychiatry EEG-based emotion recognition systems; comprehensive study. May 31, 2024
Biomedical Engineering | Neurology Gershgorin circle theorem-based feature extraction for biomedical signal analysis. May 31, 2024
Biomedical Engineering | Neurology Classification of Motor Imagery Tasks Derived from Unilateral Upper Limb based on a Weight-optimized Learning Model. May 30, 2024
Brain Research | Clinical Medicine | Neurology EEGDiR: Electroencephalogram denoising network for temporal information storage and global modeling through Retentive Network. May 29, 2024
Biomedical Engineering | Neurology Seizure detection using nonlinear measures over EEG frequency bands and deep learning classifiers. May 28, 2024
Neurology | Psychiatry An Automated Approach for Predicting HAMD-17 Scores via Divergent Selective Focused Multi-heads Self-Attention Network. May 28, 2024
Neurology | Pediatrics Resting state electroencephalographic brain activity in neonates can predict age and is indicative of neurodevelopmental outcome. May 26, 2024
Critical Care Medicine | Neurology Deep-Learning-Based Automated Anomaly Detection of EEGs in Intensive Care Units. May 25, 2024
Biomedical Engineering | Neurology Optimal Channel Selection of Multiclass Motor Imagery Classification Based on Fusion Convolutional Neural Network with Attention Blocks. May 25, 2024
Biomedical Engineering | Neurology Multi-Scale Self-Attention Approach for Analysing Motor Imagery Signals in Brain-Computer Interfaces. May 25, 2024