I will classify this documentation page into several sections:

1. The books I recommend to read.
2. The AINN-Base  library (description of the structure and the code)
3. Information related to neural network in generals.
4. For each neural network type
   • Explanation and documentation of the neural network type itself.
   • A How to use it and why?
   • A description of the object' structure and the code.
   • Comments of the examples provided along with the library.