The Culture books share a universe, not a plot - you can read them in almost any order. This is the order that eases you in without giving away the best surprises later.
The Player of Games
Iain M. Banks
Use of Weapons
Consider Phlebas
Excession
Look to Windward
Matter
Surface Detail
The Hydrogen Sonata
Inversions