Taihenkaku is the new version of Henkaku, but it is still in beta. Emulator support is the same: With both you can load homebrew.
Taihenkaku has as avantage that you can install plug-ins that can modify the system behaviour. One of them is adrenaline, that allows you to run a PSP custom firmware.