Classification of IR spectra with backpropagation and Kohonen networks

Arnold Reinders; Pascal J.F. de Vink

doi:10.1117/12.140071

16 September 1992 Classification of IR spectra with backpropagation and Kohonen networks

Arnold Reinders, Pascal J.F. de Vink

Proceedings Volume 1709, Applications of Artificial Neural Networks III; (1992) https://doi.org/10.1117/12.140071
Event: Aerospace Sensing, 1992, Orlando, FL, United States

Abstract

We used back propagation and Kohonen neural networks to classify IR spectra. In three experiments the performance of back propagation in classifying IR spectra into a number of predefined categories was evaluated. In another experiment how well a Kohonen network was able to find the same categories of IR spectra humans use was tested.

Citation Download Citation

Arnold Reinders and Pascal J.F. de Vink "Classification of IR spectra with backpropagation and Kohonen networks", Proc. SPIE 1709, Applications of Artificial Neural Networks III, (16 September 1992); https://doi.org/10.1117/12.140071

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