Driving Safety | Neurology A cross-scenario and cross-subject domain adaptation method for driving fatigue detection. June 5, 2024
Computer Science | Neurology | Psychiatry Bimodal Transformer with Regional EEG Data for Accurate Gameplay Regularity Classification. March 28, 2024
Epileptology | Neurology Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification. February 13, 2024
Neurology Aggregating intrinsic information to enhance BCI performance through federated learning. January 17, 2024
Neurology | Psychiatry Application of Hybrid DeepLearning Architectures for Identification of Individuals with Obsessive Compulsive Disorder Based on EEG Data. January 9, 2024
Aviation Safety | Neurology Illuminating the Neural Landscape of Pilot Mental States: A Convolutional Neural Network Approach with Shapley Additive Explanations Interpretability. November 25, 2023
Biomedical Engineering | Machine Learning | Neurology Automatic Detection and Classification of Epileptic Seizures from EEG Data: Finding Optimal Acquisition Settings and Testing Interpretable Machine Learning Approach. September 28, 2023
Neurology | Neuroscience Neural Memory Decoding with EEG Data and Representation Learning. August 7, 2023
Neurology | Sleep Medicine Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation. April 6, 2023
Neuroscience Connectivity Analysis in EEG Data: A Tutorial Review of the State of the Art and Emerging Trends. March 29, 2023
Biomedical Engineering | Neurology A systematic comparison of deep learning methods for EEG time series analysis. March 13, 2023