Stochastic Spiking Neuron Based SNN Can be Inherently Bayesian

Huannan Zheng, Jingli Liu, Kezhou Yang

Uncertainty in biological neural systems appears to be computationally beneficial rather than detrimental. However, in neuromorphic computing systems, device variability often limi…