Extreme Learning Machine – A New Machine Learning Paradigm

In neural network theory, we analyze two strategies for learning weights: backpropagation and Extreme Learning Machine. The former is common in ANNs with one or more hidden layers, while the latter is becoming popular in ANNs with exactly one hidden layer and weights chosen based on a random selection of the weights and biases of the hidden neurons.