An Adaptive Slope Basic Dynamic Node Creation Algorithm for Single Hidden Layer Neural Networks

This paper presents an adaptive slope basic dynamic node creation algorithm for single hidden layer neural networks (ASBDNCA). The proposed algorithm is a constructive approach of building a single hidden layer neural network. The ASBDNCA puts emphasis on architectural adaptation and functional adaptation during learning. It uses gradient descent… (More)