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. Author manuscript; available in PMC: 2015 May 1.
Published in final edited form as: Artif Intell. 2014 Feb 24;210:78–122. doi: 10.1016/j.artint.2014.02.004

Figure 10.1.

Figure 10.1

A spiking neuron formally operates in 3 steps by computing first a linear sum S, then a probability O = σ(S), then a stochastic output Δ of size r with probability O(and 0 otherwise).