TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems

Eugenio Ressa, Alberto Marchisio, Maurizio Martina +2

The Continuous Learning (CL) paradigm consists of continuously evolving the parameters of the Deep Neural Network (DNN) model to progressively learn to perform new tasks without re…