Geometric neural network based on phase space for BCI-EEG decoding

I Carrara, B Aristimunha, MC Corsi… - Journal of Neural …, 2024 - iopscience.iop.org
Abstract Objective: The integration of Deep Learning (DL) algorithms on brain signal
analysis is still in its nascent stages compared to their success in fields like Computer Vision …

Tailoring Deep Learning for Real-Time Brain-Computer Interfaces: From Offline Models to Calibration-Free Online Decoding

M Wimpff, J Zerfowski, B Yang - 2024 - preprints.org
The success of deep learning (DL) in offline brain-computer interfaces (BCIs) has not yet
translated into efficient online applications. This is due to two limiting factors: the need for …