Constructive training of probabilistic neural networks

On Estimation of a Probability Density Function and Mode

Emanuel Parzen · The Annals of Mathematical Statistics · 1962 · 10.5K citations · Full text

Natural Sciences, Mathematics, Probability Theory +9

Fast Learning in Networks of Locally-Tuned Processing Units

John Moody, Christian J. Darken · Neural Computation · 1989 · 4.2K citations

Computing, Computer Science, Artificial Intelligence +15

A direct adaptive method for faster backpropagation learning: the RPROP algorithm

Martin Riedmiller, Heinrich Braun · IEEE International Conference on Neural Networks · 2002 · 3.9K citations

Computing, Computer Science, Machine Learning +15

Probabilistic neural networks

Donald F. Specht · Neural Networks · 1990 · 3.8K citations

Fuzzy min-max neural networks. I. Classification

P.K. Simpson · IEEE Transactions on Neural Networks · 1992 · 784 citations

Computing, Computer Science, Mathematics +13