Before revision:  To understand how the brain operates at different distances from equilibrium, we use simulations to show that the non-equilibrium nature of macroscopic systems is modulated by the strength of interactions at the microscale.
After revision:  By simulating an Ising model, we show that macroscopic non-equilibrium nature of macroscopic systems is modulated by the strength of interactions at the microscale.