Extended Data Fig. 9. Comparisons of the testing accuracies among ACCEL and digital electronic neural networks with different operation numbers over MNIST and 3-class ImageNet classification, obtained by numerical simulations.
a, 10-class classification accuracies on MNIST of ACCEL, digital electronic fully-connected NN and convolutional NN (LeNet) with different layer numbers (corresponding to different operation numbers) obtained by numerical simulation. b, 3-class classification accuracies on ImageNet of ACCEL, digital electronic fully-connected NN and convolutional NN (LeNet) with different layer numbers (corresponding to different operation numbers) obtained by numerical simulation. Detailed structures of the digital NNs are listed in Supplementary Tables 6, 7.