This is a great example of a hello world application. Keep in mind there are several kinds of neural nets that allow you to do this. This includes convolutional

This is a great example of a hello world application. Keep in mind there are several kinds of neural nets that allow you to do this. This includes convolutional RBMs (recognizes parts of an image) and normal RBMs (learns everything at once)