Brain-Computer Interface | Neurology | Psychology Emotion Recognition Based on EEG Using Generative Adversarial Nets and Convolutional Neural Network. October 21, 2021
Cognitive Science | Neurology Generalized Deep Learning EEG Models for Cross-Participant and Cross-Task Detection of the Vigilance Decrement in Sustained Attention Tasks. August 28, 2021
Neurology | Sleep Medicine SpindleU-Net: An Adaptive U-Net Framework for Sleep Spindle Detection in Single-Channel EEG. August 16, 2021
Epileptology | Neuroimaging | Neurology Multimodal Autoencoder Predicts fNIRS Resting State From EEG Signals. August 11, 2021
Biomedical Engineering | Neurology Review of brain encoding and decoding mechanisms for EEG-based brain-computer interface. August 9, 2021
Biomedical Engineering | Machine Learning | Neurology A Survey on Deep Learning-Based Short/Zero-Calibration Approaches for EEG-Based Brain-Computer Interfaces. June 18, 2021
Neurology | Psychiatry Depression Diagnosis Modeling With Advanced Computational Methods: Frequency-Domain eMVAR and Deep Learning. June 3, 2021
Biomedical Engineering | Neurology A three-branch 3D convolutional neural network for EEG-based different hand movement stages classification. May 25, 2021
Artificial Intelligence | Neurology 3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition. May 25, 2021
Clinical Neurophysiology | Neurology Machine learning for detection of interictal epileptiform discharges. May 23, 2021
Biomedical Engineering | Neuroscience An effective classification framework for brain-computer interface system design based on combining of fNIRS and EEG signals. May 20, 2021
Biomedical Engineering | Neurology EEG-based texture roughness classification in active tactile exploration with invariant representation learning networks. April 30, 2021