Effects of Parallel Structure and Serial Structure on Convolutional Neural Networks
Xiaoya Chen, Baoheng Xu, Lu Han · Journal of Physics Conference Series · 2021
Abstract Based on KERAS’ FASHION_MNIST data set, a convolutional neural network with serial structure and parallel structure was set up for training. The serial structure can be used for deep feature mining and the parallel structure can be used to describe the first impression. The results show that the parallel structure has better effect and faster speed for simple images.