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This article discusses the development of a framework called Spiking Network Optimization using Population Statistics (SNOPS) for automating the customization of large-scale spiking neural network (SNN) models. SNOPS aims to optimize model parameters to better replicate the population-wide covariability observed in large-scale neuronal recordings from the brain. The authors validate SNOPS through simulations and apply it to real data from macaque monkey visual and prefrontal cortices,...
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