Derives self-consistency and linear stability conditions for phase-locked states in delayed spiking networks and shows that an activity-dependent conduction-delay plasticity rule selects commensurate delay-period relations, organizing synchrony, frequency locking, and slow switching.
Network Attractors driven by Time-Delay Plasticity
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abstract
We develop a framework for collective frequency selection and attractor formation by means of delay plasticity. Specifically, we consider adaptive axonal delays (AADs), motivated by activity-dependent myelination in the brain which regulates signal propagation speeds and thus communication delays. We demonstrate frequency selection and explosive network relaxation oscillations in systems of delay-coupled phase oscillators with AADs on brain connectivity data and fully coupled ring networks.
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q-bio.NC 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
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Adaptive conduction delays and phase locking in spiking Haken Lighthouse networks
Derives self-consistency and linear stability conditions for phase-locked states in delayed spiking networks and shows that an activity-dependent conduction-delay plasticity rule selects commensurate delay-period relations, organizing synchrony, frequency locking, and slow switching.