Universal Scaling Laws of Absorbing Phase Transitions in Artificial Deep Neural Networks

Keiichi Tamai, Tsuyoshi Okubo, Truong Vinh Truong Duy +2

We demonstrate that conventional artificial deep neural networks operating near the phase boundary of the signal propagation dynamics, also known as the edge of chaos, exhibit univ…