I do not find the brush selector of grease pencil described on the manual.
(https://www.blender.org/manual/en/interface/grease_pencil/drawing/brushes.html)
Ensure you are using the latest version of blender (v2.78) https://wiki.blender.org/index.php/Dev:Ref/Release_Notes/2.78/GPencil