Designing Convolutional Neural Network Architecture Using Genetic Algorithms
Published in International Journal of Advanced Network, Monitoring and Controls
In this paper, genetic algorithm (GA) is used to optimally determine the architecture of a convolutional neural network (CNN) that is used to classify handwritten numbers. The CNN is a class of deep feed-forward network, which have seen major success in the field of visual image analysis. During training, a good CNN architecture is capable of extra...
