Neurology | Psychiatry A deep learning approach for diagnosis of schizophrenia disorder via data augmentation based on convolutional neural network and long short-term memory. July 1, 2024
Neurology | Psychiatry Brain-region specific autism prediction from electroencephalogram signals using graph convolution neural network. June 29, 2024
Neurology | Sleep Medicine Exploring the Link Between Brain Waves and Sleep Patterns with Deep Learning Manifold Alignment. June 28, 2024
Neurology | Psychiatry HiRENet: Novel convolutional neural network architecture using Hilbert-transformed and raw electroencephalogram (EEG) for subject-independent emotion classification. June 28, 2024
Neurology | Radiology Deep Learning for Alzheimer’s Disease Prediction: A Comprehensive Review. June 27, 2024
Machine Learning | Neurology | Psychiatry An improved empirical mode decomposition method with ensemble classifiers for analysis of multichannel EEG in BCI emotion recognition. June 26, 2024
Cognitive Science | Machine Learning | Neuroscience Representations and generalization in artificial and brain neural networks. June 24, 2024
Machine Learning | Neuroscience | Psychology Multimodal Emotion Recognition Based on Facial Expressions, Speech, and EEG. June 20, 2024
Neurology | Rehabilitation Medicine Neurophysiologically meaningful motor imagery EEG simulation with applications to data augmentation. June 20, 2024
Neurology | Sleep Medicine SleepFC: Feature Pyramid and Cross-Scale Context Learning for Sleep Staging. June 19, 2024
Other An end-to-end multi-task motor imagery EEG classification neural network based on dynamic fusion of spectral-temporal features. June 19, 2024
Neurology | Psychiatry Automated diagnosis of schizophrenia based on spatial-temporal residual graph convolutional network. June 17, 2024