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. 2021 Jul 5;15:675741. doi: 10.3389/fncom.2021.675741

Figure 4.

Figure 4

(A) Conductance values (G) exhibit variability due to programming and read noise and decay toward zero over time due to drift noise. (B) To mediate these noise sources, we train the floating-point model with noise in order to prepare the model for noisy inference. (C) During inference, the weights are programmed, then some time passes before inference is performed.