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. 2021 Mar 25;15:608567. doi: 10.3389/fnins.2021.608567

Table 11.

Further results on N-MNIST with the best parameters in linear scale.

Specifications Accuracy (%)
1 epoch, 1 saccade, ON polarity 82.46
3 epochs, 1 saccade, ON polarity 89.87
3 epochs, 6 separate networks, 3 saccades, ON and OFF polarities, 2,400 output neurons 91.78
Results with Diehl and Cook (2015)
400 output neurons 87.0
1600 output neurons 91.9

This is compared with MNIST results obtained in Diehl and Cook (2015).