Artificial Neural Networks
Here is a list of some standard neural networks written in python. They were made to be simple and useful for students. Each script is self-contained and is around a hundred of lines. Numpy is required for simulation and matplotlib for visualization.
- Perceptron
- Multi layer perceptron
- Elman recurrent network
- Jordan recurrent network
- Hopfield (not yet done)
- ART 1
- Self organizing map
- Neural gas
- Growing neural gas (not yet done)
- Voronoi (if you want to display the voronoi diagram).