Philip de Chazal

A comparison of extreme learning machines and back-propagation trained feed-forward networks processing the mnist database

This paper compares the classification performance and training times of feed-forward neural networks with one hidden layer trained with the two network weight optimisation methods. The first weight optimisation method used the extreme learning machine (ELM) algorithm. The second weight optimisation…