Details

Autor(en) / Beteiligte

• Liu, B.
• Si, J.

Titel

Error estimation of recurrent neural network models trained on a finite set of initial values

Ist Teil von

• Proceedings of the 36th IEEE Conference on Decision and Control, 1997, Vol.2, p.1574-1578 vol.2

Ort / Verlag

IEEE

Erscheinungsjahr

1997

Quelle

IEEE Xplore Digital Library

Beschreibungen/Notizen

• Addresses the problem of estimating training error bounds of state and output trajectories for a class of recurrent neural networks as models of nonlinear dynamic systems. The bounds are obtained provided that the models have been trained on N trajectories with N independent random initial values which are uniformly distributed over [a, b]/sup m//spl epsiv//spl Rscr//sup m/.