Decompression surgery refers to a collection of techniques or procedures of which the goal is the same: to eliminate pressure on the nerves in the spine. The surgeon removes a portion of the bones (vertebrae) in the back or neck. This allows the nerves that were previously pinched or restricted to move freely.