Spiking reservoirs show wider robustness intervals at lower connection densities and firing thresholds, with the mean-field critical point w_crit reliably located in high-performance hyperparameter regions.
Increasing Liq- uid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-Modulated Plas- ticity
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Bridging Theory and Practice in Crafting Robust Spiking Reservoirs
Spiking reservoirs show wider robustness intervals at lower connection densities and firing thresholds, with the mean-field critical point w_crit reliably located in high-performance hyperparameter regions.