ameerezae/rbf-network

Radial Basis Function Network Implementation.

Radial Basis Function (RBF)

Description

Implementation of Radial Basis Function to predict sine function sin(x)

Getting Started

Dependencies

keras
tensorflow
matplotlib
numpy

Executing

this implementation is on ipynb environment.I also offer you to run this on google colab

Result

Here is result of sin(x) prediction with MLP in [-3, 3].

result of sin(x) prediction with RBF Network in [-3, 3].

Comparison of RBF Network prediction and MLP prediction and actual value of sin(x) in [-4, 4]:

Authors

Amir Rezaei @ameerezae