Compared with the traditional bp neural network, what are the advantages of extreme learning machine?

The extreme learning machine (ELM) algorithm randomly generates the connection weights between the input layer and the hidden layer and the threshold of hidden layer neurons. In the training process, only the number of hidden layer neurons needs to be set to get the unique optimal solution. Compared with the traditional BP neural network algorithm, ELM method has fast learning speed and good generalization performance.