1. به نام خدا
هوالعليم

2. Radial Basis Function Neural Networks شبکه های عصبی RBF
E. Rashedi
KGUT, Kerman, Iran

3. RBF Network

4. RBF Network
RBF network consist of 3 layer feed forward structure consisting of an input layer, single hidden layer with locally tuned hidden units and an output layer as a linear combiner.

5. RBF neural networks RBF = radial basis function Example: Gaussian RBF
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8. شبکه RBF دو نوع دارد
PNN يا Probabilitic NN
GRNN يا Generalized Regression NN برای تقريب است.

9. RBF NN is More Suitable for Probabilistic Pattern Classification
Hyperplane
Kernel function
MLP
RBF
The probability density function (also called conditional density function or likelihood) of the k-th class is defined as