Performance Comparison of Different Multilayer Perceptron Network Activation Functions in Automated Weather Classification

Multilayer perceptron network (MLP) has been recognized as a powerful tool for many applications including classification. Selection of the activation functions in the multilayer perceptron (MLP) network plays an essential role on the network performance. This paper presents a comparison study of two commonly used MLP activation function, sigmoid and hyperbolic tangent for weather classification.…