Biomedical Engineering | Neurology Subject-independent EEG emotion recognition with hybrid spatio-temporal GRU-Conv architecture. November 2, 2022
Electroencephalography (EEG) | Neurology Rethinking Saliency Map: A Context-aware Perturbation Method to Explain EEG-based Deep Learning Model. October 31, 2022
Neurology | Neuroscience | Psychiatry Modeling Cognitive Load as a Self-Supervised Brain Rate with Electroencephalography and Deep Learning. October 30, 2022
Neurology | Psychiatry Effects of mindfulness in patients with mild cognitive impairment with insomnia: A double-blind randomized controlled trial. October 26, 2022
Neurology | Psychiatry EEG Emotion Recognition Based on Self-attention Dynamic Graph Neural Networks. October 11, 2022
Neurology | Psychiatry A Novel Domain Adversarial Networks based on 3D-LSTM and Local Domain Discriminator for Hearing-impaired Emotion Recognition. October 6, 2022
Neurology | Neurosurgery E2SGAN: EEG-to-SEEG translation with generative adversarial networks. September 19, 2022
Neurology | Psychiatry SchizoGoogLeNet: The GoogLeNet-Based Deep Feature Extraction Design for Automatic Detection of Schizophrenia. September 19, 2022
Neurology | Sleep Medicine Comparison of deep transfer learning algorithms and transferability measures for wearable sleep staging. September 15, 2022
Neurology EEG brain signals to detect the sleep health of a driver: An automated framework system based on deep learning. September 12, 2022
Neurology | Rehabilitation Medicine A transferable deep learning prognosis model for predicting stroke patients’ recovery in different rehabilitation trainings. September 9, 2022
Neurology | Psychiatry Decoding working memory-related information from repeated psychophysiological EEG experiments using convolutional and contrastive neural networks. August 19, 2022