Spiking Network Initialisation and Firing Rate Collapse

no code implementations • 13 May 2023 • Nicolas Perez-Nieves, Dan F. M Goodman

We show that the problem of weight initialisation for ANNs is a more nuanced problem than it is for ANNs due to the spike-and-reset non-linearity of SNNs and the firing rate collapse problem.

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