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