biceps aid with holding the arm in the correct position, aswell as some (and thats a big some) of the power and speed in hooks and uppercuts.
triceps are important for that last extention of the arm, and can add power and speed.
bicpes keep the hooks and uppercuts in position so you can drive them through without breaking your arm.

Biceps also look damn scary, and are a large part of the intimidation factor