Learning Sparse, Distributed Representations using the Hebbian Principle

Aseem Wadhwa, Upamanyu Madhow

The "fire together, wire together" Hebbian model is a central principle for learning in neuroscience, but surprisingly, it has found limited applicability in modern machine learnin…