Human-Centered Learning Mechanics: A Dynamical Framework for Entropy-Regulated Representation Learning

Kim Phuc Tran

Deep learning is increasingly viewed as a dynamical process in parameter space, yet many existing theories still treat training as a closed optimization system. This view is limite…