OPTIMAL BRAIN SURGEON PRUNING OF NEURAL NETWORK MODELS OF MANUFACTURING PROCESSES
In this paper, Optimal Brain Surgeon (OBS) pruning algorithm is proposed to optimize network architecture with respect to testing patterns error and overcoming the overlitting problem. Turning process is used as case study to improve the performance of the neural network-surface roughness model. Us...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
University of Baghdad
2005-09-01
|
| Series: | Journal of Engineering |
| Online Access: | https://www.joe.uobaghdad.edu.iq/index.php/main/article/view/3347 |