Neurology | Sleep Medicine Multiscale neural dynamics in sleep transition volatility across age scales: a multimodal EEG-EMG-EOG analysis of temazepam effects. September 14, 2024
Biomedical Engineering | Neurology | Neuroscience A zero precision loss framework for EEG channel selection: enhancing efficiency and maintaining interpretability. September 13, 2024
Biomedical Engineering | Neurology Enhancing Domain Diversity of Transfer Learning-Based SSVEP-BCIs by the Reconstruction of Channel Correlation. September 10, 2024
Neurology Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces. September 10, 2024
Critical Care Medicine | Neurology DOCTer: a novel EEG-based diagnosis framework for disorders of consciousness. September 10, 2024
Neurology | Neuroscience | Rehabilitation Medicine Simultaneous EEG-fNIRS Data Classification Through Selective Channel Representation and Spectrogram Imaging. September 9, 2024
Epileptology | Neurology OxcarNet: Sinc convolutional network with temporal and channel attention for prediction of Oxcarbazepine monotherapy responses in patients with newly diagnosed epilepsy. September 9, 2024
Other Integrating spatial and temporal features for enhanced artifact removal in multi-channel EEG recordings. September 9, 2024
Biomedical Engineering | Neurology | Neuroscience I see artifacts: ICA-based EEG artifact removal does not improve deep network decoding across three BCI tasks. September 9, 2024
Neurology | Psychiatry Deep Learning-Based Artificial Intelligence Can Differentiate Treatment-Resistant and Responsive Depression Cases with High Accuracy. September 9, 2024
Neurology | Sleep Medicine SleepGCN: A transition rule learning model based on Graph Convolutional Network for sleep staging. September 7, 2024
Other Improving classification performance of motor imagery BCI through EEG data augmentation with conditional generative adversarial networks. September 6, 2024