Before revision:  Moreover, we prove a relation between the gradient dynamics of the simple deep equilibrium model and the dynamics of trust region Newton method of a shallow model .
After revision:  Moreover, we prove a relation between the gradient dynamics of the simple deep equilibrium model and the dynamics of trust region Newton method of a shallow explicit layer .