Biomedical Engineering | Neurology Cross-dataset transfer learning for Motor Imagery signal classification via multi-task learning and pre-training. September 29, 2023
Neurology | Psychiatry Cross-Subject Emotion Recognition Brain-Computer Interface Based on fNIRS and DBJNet. July 31, 2023
Cardiology | Neurology | Radiology Radiomics and artificial neural networks modelling for identification of high-risk carotid plaques. July 24, 2023
Biomedical Engineering | Neurology Patient-independent seizure detection based on long-term iEEG and a novel lightweight CNN. January 10, 2023
Psychiatry Depression recognition using a proposed speech chain model fusing speech production and perception features. December 3, 2022
Biomedical Engineering | Neurology | Neuroscience Fixed template network and dynamic template network: novel network designs for decoding steady-state visual evoked potentials. November 3, 2022
Digital Signal Processing | Disability Assistance | Elderly care | Speech Recognition A novel silent speech recognition approach based on parallel inception convolutional neural network and Mel frequency spectral coefficient. September 19, 2022
Neurosurgery | Radiology Intracranial Aneurysm Rupture Risk Estimation With Multidimensional Feature Fusion. March 7, 2022
Other [Review on identity feature extraction methods based on electroencephalogram signals]. December 31, 2021
Biomedical Engineering | Neurology Improving Transfer Performance of Deep Learning with Adaptive Batch Normalization for Brain-computer Interfaces. December 11, 2021
Machine Learning | Neuroscience [Progress of classification algorithms for motor imagery electroencephalogram signals]. October 29, 2021
Neurology | Radiology White matter structural connectivity as a biomarker for detecting juvenile myoclonic epilepsy by transferred deep convolutional neural networks with varying transfer rates. September 10, 2021