Comparison of SNNs that have performed unsupervised MNIST classification using memristive synapses. [25] is the only software-based network reported in this figure. For our work, 1 training epoch was used for when the number of output neurons was equal to 10 and 30, 2 training epochs for the 100 neuron case, and 3 epochs for the 300 and 500 cases.