Finding Neural Biomarkers for Motor Learning and Rehabilitation using an Explainable Graph Neural Network

J Han, A Embs, F Nardi, S Haar… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Human motor learning is a neural process essential for acquiring new motor skills and
adapting existing ones, which is fundamental to everyday activities. Neurological disorders …

Bridging the gap between experimental control and ecological validity in human sensorimotor science

J Tsay, N Steadman, M Fleming… - The Journal of …, 2024 - pubmed.ncbi.nlm.nih.gov
Bridging the gap between experimental control and ecological validity in human sensorimotor
science Bridging the gap between experimental control and ecological validity in human …

Graph Neural Networks Uncover Geometric Neural Representations in Reinforcement-Based Motor Learning

F Nardi, J Han, S Haar, AA Faisal - arxiv preprint arxiv:2410.23812, 2024 - arxiv.org
Graph Neural Networks (GNN) can capture the geometric properties of neural
representations in EEG data. Here we utilise those to study how reinforcement-based motor …

[PDF][PDF] Comparaison de l'apprentissage moteur entre le sujet sain et le patient AVC et les régions cérébrales associées

C Sluys, C Van Ravestyn, M Leeuwerck - dial.uclouvain.be
ABSTRACT L'apprentissage moteur est un mécanisme cognitivo-moteur qui englobe
l'adaptation, l'acquisition de compétences et la prise de décision basée sur l'expérience. La …