Self Organizing Neural Networks for the Identification Problem

@inproceedings{Tenorio1988SelfON,
  title={Self Organizing Neural Networks for the Identification Problem},
  author={Manoel Fernando Tenorio and Wei-Tsih Lee},
  booktitle={NIPS},
  year={1988}
}
VVei-Tsih Lee School of Electrical Engineering Purdue University VV. Lafayette, UN. 47907 lwt@ed.ecn.purdue.edu This work introduces a new method called Self Organizing Neural Network (SONN) algorithm and demonstrates its use in a system identification task. The algorithm constructs the network, chooses the neuron functions, and adjusts the weights. It is compared to the Back-Propagation algorithm in the identification of the chaotic time series. The results shows that SONN constructs a simpler… CONTINUE READING