Collective variables of neural networks: empirical time evolution and scaling laws

Samuel Tovey, Sven Krippendorf, Michael Spannowsky +2

This work presents a novel means for understanding learning dynamics and scaling relations in neural networks. We show that certain measures on the spectrum of the empirical neural…