Local probabilistic neural networks in hydrology
✍ Scribed by P. Torfs; R. Wójcik
- Book ID
- 114402522
- Publisher
- Elsevier Science
- Year
- 2001
- Tongue
- English
- Weight
- 369 KB
- Volume
- 26
- Category
- Article
- ISSN
- 1464-1909
No coin nor oath required. For personal study only.
📜 SIMILAR VOLUMES
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
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