Emergent rate-based dynamics in duplicate-free populations of spiking neurons

Valentin Schmutz, Johanni Brea, Wulfram Gerstner

Can Spiking Neural Networks (SNNs) approximate the dynamics of Recurrent Neural Networks (RNNs)? Arguments in classical mean-field theory based on laws of large numbers provide a p…