Research Article

The Role of Knowledge Creation-Oriented Convolutional Neural Network in Learning Interaction

Table 1

Performance comparison of different methods on the MNIST dataset.

MethodMNIST training set accuracy (%)MNIST test set accuracy (%)Parameters (million)Training time (seconds/200 iterations)

SVM78.2574.868.78
VGG19-migration88.6285.5913940
Inception-V3-migration93.1589.9623.265
ResNet34-migration95.5292.6324.378
The method of this study97.9595.2528.179