Applications of the Probabilistic Neural Network

Specht introduced a one pass learning algorithm called the Probabilistic Neural Network (PNN) for classification, mapping and associative memory. This paper describes how the standard PNN and a modified version was used by CIIPS to develop a number of successful applications for industry and agriculture. Brief introductions to the PNN and modified PNN algorithms are given, as well as summaries of some other applications reported in the literature.