Supporting Information for "Efficient Training of the Memristive Deep Belief Net Immune to Non-Idealities of the Synaptic Devices"
Authorea (Authorea)(2022)
摘要
Figure S1. a) The memristive synaptic behavior with an ideally symmetric and linear weight update ability (constant ΔG for identical pulses) but limited conductance levels (N =20). b) Test accuracy for 10,000 images in the MNIST dataset obtained during the training of memristive DBN as a function of the training epoch (CDth=64).
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关键词
synaptic devices,efficient training,non-idealities
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