UKAEA Papers

"Fast curve fitting using neural networks"

• C. M. Bishop
• C. M. Roach

Neural networks provide a new tool for the fast solution of repetitive nonlinear curve fitting problems. In this article we introduce the concept of a neural network, and we show how such networks can be used for fitting functional forms to experimental data. The neural network algorithm is typically much faster than conventional iterative approach…