A new method in incremental neural network construction by using boosting
X. Wang, David J Brown, Barry Haynes, Tianlin Hui · 2004
A weighted optimisation method based on the AdaBoost algorithm is proposed and used in neural network incremental construction. Compared to the traditional gradient-based method, it has the advantage of being easy to implement and are applied where the cost function is not smooth. The experimental results are included.