Robustness — Multi-run Stability

2026-04-01

Multi-run Stability

Robustness

Mean activity over time across multiple independent runs. The shaded region represents variance.

Key Observations

  • All runs converge to the same trajectory
  • Very low variance between runs
  • No divergence or instability
  • Strong attractor behavior

Interpretation

The system shows strong robustness to random initial conditions. Despite stochastic initialization, all simulations converge toward a stable attractor.

This confirms that the dynamics are not noise-driven, but emerge from intrinsic structural constraints of the model.