The documentation is build up in the following parts: first, there is the quickstart tutorial which aims at getting you started with PyBrain as quickly as possible. This is the right place for you if ...

Looks like an old reference where things have changed in scipy and not updated in pybrain probably. Is pybrain still maintained? The last release is from 2015.