Seriously this is a default feature in Rockbox that is explained all over the place. The Manual or the Wiki go a long way with stuff like this like others have stated. I understand the the mods' insistence on pointing to manuals and such, since that is the first place users should go.
To be blunt however, just throw the hold switch to ON right after you start the boot process and you will be pleasantly surprised.