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).