Fossil wood is wood that is preserved in the fossil record. Over time the wood will usually be the part of a plant that is best preserved (and most easily found). Fossil wood may or may not be petrified.
This example has some amazing colours and bark patterns visible.
Please note: The photos are of the actual item but due to the nature of how colours appear on different screens the colours may be slightly different in reality.