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Replica-Mean-Field Limits for Intensity-Based Neural Networks

Replica-Mean-Field Limits for Intensity-Based Neural Networks

Neural computations emerge from myriad neuronal interactions occurring in intricate spiking networks. Due to the inherent complexity of neural models, relating the spiking activity of a network to its structure requires simplifying assumptions, such as considering models in the thermodynamic mean-field limit. In the thermodynamic mean-field limit, an infinite number …