Network-mediated shock/event propagation. Contagion through dependency links vs extreme event suppression through drive. Both show network topology affects system-wide dynamics.
Token-mediated dependencies create dense inter-component connections. A shock to one component propagates through dependency links causing contagion effects. Network topology and link weights determine the extent and path of cascading failures across the system.
view paper→A single driving signal applied to one network component suppresses extreme events throughout the system. In coupled components, drive breaks phase-locking between elements. In networked systems, drive disrupts protoevent frequency dynamics causing frequency decoupling that prevents extreme event cascades.
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