𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Implementing probabilistic Neural Networks

✍ Scribed by Fabio Ancona; Anna Maria Colla; Stefano Rovetta; Rodolfo Zunino


Publisher
Springer-Verlag
Year
1997
Tongue
English
Weight
808 KB
Volume
5
Category
Article
ISSN
0941-0643

No coin nor oath required. For personal study only.


πŸ“œ SIMILAR VOLUMES


Probabilistic neural networks
✍ Donald F. Specht πŸ“‚ Article πŸ“… 1990 πŸ› Elsevier Science 🌐 English βš– 863 KB

By replacing the sigmoid activation function often used in neural networks with an exponential function, a probabilistic neural network (PNN) that can compute nonlinear decision boundaries which approach the Bayes optimal is formed. Alternate activation functions having similar properties are also d

Probabilistic reasoning and probabilisti
✍ Gerhard Pass πŸ“‚ Article πŸ“… 1992 πŸ› John Wiley and Sons 🌐 English βš– 642 KB

The Boltzmann machine is a probabilistic neural network describing the associative dependency of variables. It yields a probability distribution, which is a special case of the distribution generated by probabilistic inference networks. Hence both types of networks can be combined allowing to integr