## A Neural Network Architecture for Prediction

- Precliction, W. Hsu, Lucy Shih-Ju Hsu, M.., F.., Tenorio
- 2013

@article{Tenorio1990SelforganizingNF, title={Self-organizing network for optimum supervised learning}, author={Manoel Fernando Tenorio and Wei-Tsih Lee}, journal={IEEE transactions on neural networks}, year={1990}, volume={1 1}, pages={100-10} }

- Published 1990 in IEEE Trans. Neural Networks
DOI:10.1109/72.80209

A new algorithm called the self-organizing neural network (SONN) is introduced. Its use is demonstrated in a system identification task. The algorithm constructs a network, chooses the node functions, and adjusts the weights. It is compared to the backpropagation algorithm in the identification of the chaotic time series. The results show that SONN constructs a simpler, more accurate model, requiring less training data and fewer epochs. The algorithm can also be applied as a classifier.