E Makalic, L Allison and D L Dowe (2003). MML Inference of Single-Layer Neural Networks (Technical report 2003/142) School of Computer Science and Softw. Eng., Monash University, Melbourne, 22pp. The technical report paper is downloadable as postscript (.ps) from http://www.csse.monash.edu.au/publications/2003/tr-2003-142-full.ps http://www.csse.monash.edu.au/~dld/Publications/2003/Makalic+Allison+Dowe03a_MonashCSSE_tr-2003-142-full.ps and its abstract is downloadable as HTML (.html) from http://www.csse.monash.edu.au/publications/2003-tr-2003-142-abs.html . A later version of the abovementioned technical report was published as: E. Makalic, L. Allison and D. L. Dowe (2003). MML Inference of Single-layer Neural Networks, in M. H. Hamza (ed.), Proc. 3rd IASTED International Conference on Artificial Intelligence and Applications (AIA 2003), Sept. 2003, Benalmadena, Spain, ACTA Press, Anaheim, CA, USA, ISBN: 0-88986-390-3 & ISSN: 1482-7913, pp 636-642.