no code implementations • 14 May 2024 • Jesus Garcia Fernandez, Sander Keemink, Marcel van Gerven
To this end, we extend the recently introduced activity-based node perturbation (ANP) method to operate in the time domain, leading to more efficient learning and generalization.
1 code implementation • 12 Feb 2021 • Jesus Garcia Fernandez, Siamak Mehrkanoon
We introduce Broad-UNet, a novel architecture based on the core UNet model, to efficiently address this problem.
2 code implementations • 2 Jul 2020 • Ismail Alaoui Abdellaoui, Jesus Garcia Fernandez, Caner Sahinli, Siamak Mehrkanoon
The experimental results of cross subject multi-class classification on the studied MEG dataset show that the inclusion of attention improves the generalization of the models across subjects.