You can download ready-to-install binary packages. If the binary distribution does not work (for example, if your operating system is not compatible), you can download the sources for compilation via your working environment (see http://brainvisa.info/repository.html#use_brainvisa_sources for compilation instructions).
You can download the packages via the following link: