Biomedical Engineering | Neurology Enhancing Cross-Subject Motor Imagery Classification in EEG-Based Brain-Computer Interfaces by Using Multi-Branch CNN. September 28, 2023
Biomedical Engineering | Neurology Decoding Algorithm of Motor Imagery Electroencephalogram Signal Based on CLRNet Network Model. September 28, 2023
Neurology | Speech Pathology A Neural Speech Decoding Framework Leveraging Deep Learning and Speech Synthesis. September 25, 2023
Neurology | Neuroscience Local and global convolutional transformer-based motor imagery EEG classification. September 4, 2023
Neurology | Rehabilitation Medicine An improved model using convolutional sliding window-attention network for motor imagery EEG classification. September 4, 2023
Machine Learning | Neurology | Neurosurgery BRAND: A platform for closed-loop experiments with deep network models. August 23, 2023
Biomedical Engineering | Neurology Hierarchical Transformer for Motor Imagery-Based Brain Computer Interface. August 14, 2023
Biomedical Engineering | Neurology CDBA: a novel multi-branch feature fusion model for EEG-based emotion recognition. August 7, 2023
Neurology | Rehabilitation Medicine Temporal-spatial convolutional residual network for decoding attempted movement related EEG signals of subjects with spinal cord injury. August 2, 2023
Neurology | Neuroscience Survey on the research direction of EEG-based signal processing. July 31, 2023
Neurology | Psychiatry Cross-Subject Emotion Recognition Brain-Computer Interface Based on fNIRS and DBJNet. July 31, 2023
Neurology | Neurosurgery Direct speech reconstruction from sensorimotor brain activity with optimized deep learning models. July 19, 2023