Cognitive Psychology | Computational Neuroscience | Neuroscience A fully spiking coupled model of a deep neural network and a recurrent attractor explains dynamics of decision making in an object recognition task. March 20, 2024
Biomedical Engineering | Neurology Individual-finger motor imagery classification: a data-driven approach with Shapley-informed augmentation. March 13, 2024
Neurology | Neuroscience | Radiology Mapping dynamic spatial patterns of brain function with spatial-wise attention. February 26, 2024
Deep Learning | Neurology | Neurosurgery Data augmentation for invasive brain-computer interfaces based on stereo-electroencephalography (SEEG). January 18, 2024
Neurology Pseudo-online framework for BCI evaluation: a MOABB perspective using various MI and SSVEP datasets. December 19, 2023
Neurology | Rehabilitation Medicine Transferring a deep learning model from healthy subjects to stroke patients in a motor imagery brain-computer interface. December 13, 2023
Other Explainable cross-task adaptive transfer learning for motor imagery EEG classification. November 14, 2023
Neurology | Radiology In-vivo verified anatomically aware deep learning for real-time electric field simulation. November 8, 2023
Neurology | Neuroscience | Psychiatry Identifying sex differences in EEG-based emotion recognition using graph convolutional network with attention mechanism. October 31, 2023
Neurology | Psychiatry AMGCN-L: an adaptive multi-time-window graph convolutional network with long-short-term memory for depression detection. October 16, 2023
Psychiatry | Radiology An attention-based multi-modal MRI fusion model for major depressive disorder diagnosis. October 16, 2023
Biomedical Engineering | Neurology | Neuroscience DualSort: online spike sorting with a running neural network. October 5, 2023