1. an underground stem that (unlike a root) may have nodes, buds, and primitive leaves, and may give rise to new plantlets.
2. an underground, horizontal stem.
3. horizontal underground stem.
An example of the rhizome structure.
Source: http://www.tecn.rutgers.edu/hort/images/rhizome.htm