Towards On-device Learning on the Edge: Ways to Select Neurons to Update under a Budget Constraint

Aël Quélennec, Enzo Tartaglione, Pavlo Mozharovskyi +1

In the realm of efficient on-device learning under extreme memory and computation constraints, a significant gap in successful approaches persists. Although considerable effort has…