Electrophysiology | Neurology Automated detection of activity onset after postictal generalized EEG suppression. December 28, 2020
Epileptology | Neurology A lightweight convolutional neural network for assessing an EEG risk marker for sudden unexpected death in epilepsy. December 28, 2020
Neurology | Psychiatry | Surgery EEG-Based Estimation on the Reduction of Negative Emotions for Illustrated Surgical Images. December 16, 2020
Neurology | Psychiatry Deep-Asymmetry: Asymmetry Matrix Image for Deep Learning Method in Pre-Screening Depression. November 18, 2020
Neurology | Psychiatry Predicting Sex From EEG: Validity and Generalizability of Deep-Learning-Based Interpretable Classifier. November 16, 2020
Clinical Neurophysiology | Neurology | Sleep Medicine Uncovering the structure of clinical EEG signals with self-supervised learning. November 12, 2020
Neurology | Sleep Medicine Temporal dependency in automatic sleep scoring via deep learning based architectures: An empirical study. October 6, 2020
Neurology EEG-Based Emotion Classification Using a Deep Neural Network and Sparse Autoencoder. September 28, 2020
Neurology | Psychiatry Diagnose ADHD disorder in children using convolutional neural network based on continuous mental task EEG. September 14, 2020
Machine Learning | Neurology Deep learning and feature based medication classifications from EEG in a large clinical data set. August 27, 2020
Neurology | Psychiatry Dyslexia Diagnosis by EEG Temporal and Spectral Descriptors: An Anomaly Detection Approach. June 4, 2020
Other Deep learning-based BCI for gait decoding from EEG with LSTM recurrent neural network. June 1, 2020