Neural network for interpolation and extrapolation

Steven C. Gustafson; Gordon R. Little; Darren M. Simon

doi:10.1117/12.21190

1 August 1990 Neural network for interpolation and extrapolation

Steven C. Gustafson, Gordon R. Little, Darren M. Simon

Proceedings Volume 1294, Applications of Artificial Neural Networks; (1990) https://doi.org/10.1117/12.21190
Event: 1990 Technical Symposium on Optics, Electro-Optics, and Sensors, 1990, Orlando, FL, United States

Abstract

A locally linear neural network for interpolation and extrapolation is described. Desirable characteristics of this network include exact recall of training data optimal linear generalization of testing data and training in a known number of computational steps.

Citation Download Citation

Steven C. Gustafson, Gordon R. Little, and Darren M. Simon "Neural network for interpolation and extrapolation", Proc. SPIE 1294, Applications of Artificial Neural Networks, (1 August 1990); https://doi.org/10.1117/12.21190

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