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Significance of redundancy-dominated systems near the critical boundary

Ascertain the dynamical and functional significance of redundancy-dominated Boolean networks exhibiting Derrida coefficients close to one, i.e., lying near the critical boundary between subcritical and supercritical regimes.

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Background

The authors compute Derrida coefficients to quantify sensitivity to perturbations and identify dynamical regimes. Redundancy-dominated networks are found to have average Derrida coefficients near the critical value of one, positioning them at the edge between stability and chaos.

While the paper documents this finding, it explicitly notes that the implication of redundancy-dominated systems being at this critical boundary is not yet understood.

References

Interestingly, the lowest coefficients were very near the critical boundary of one: the redundancy-dominated systems had average Derrida coefficients of 1.027 ± 0.156. The significance of this is currently unclear.

Evolving higher-order synergies reveals a trade-off between stability and information integration capacity in complex systems (2401.14347 - Varley et al., 25 Jan 2024) in Network Dynamics: Stability and Chaos