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.
Optimizing Reservoir Separability in Liquid State Machines for Spatio-Temporal Classification in Neuromorphic Hardware
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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.