In the previous chapter, we learned various strategies to guide AI models 'down the mountain' (optimization algorithms), such ...

Abstract: The goal of continual learning (CL) is to learn from a series of continuously arriving new tasks without forgetting previously learned old tasks. To avoid catastrophic forgetting of old ...

A highly regarded research direction is “Physical Neural Networks” (PNNs), which utilize physical systems like light, ...