Properties of Neural Networks with Applications to Modelling Nonlinear Dynamics
Steve A. Billings, Hishamuddin Jamaluddin, S. Chen · White Rose Research Online (University of Leeds, The University of Sheffield, University of York) · 1991
Properties of neural network performance are investigated by studying the modelling of nonlinear dynamical systems. Network complexity, node selection, prediction and the effects of noise are studied and some new metrics of performance are introduced. The results are illustrated with both simulated and industrial examples.