An Introduction to Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications

Hyeryung Jang, Osvaldo Simeone, Brian Gardner +1

Spiking Neural Networks (SNNs) are distributed trainable systems whose computing elements, or neurons, are characterized by internal analog dynamics and by digital and sparse synap…