3.8k citations · 7.4k across the 34 of their papers we have counts for
1 paper · 2 filters
Samuel S. Schoenholz, Justin Gilmer, Surya Ganguli +1
We study the behavior of untrained neural networks whose weights and biases are randomly distributed using mean field theory. We show the existence of depth scales that naturally l…