You can hold a conference call in the same way as holding a normal call. Holding the conference call does not affect the other conference parties who can continue talking.
You are also still listed as a member of the conference call in the conference details.
This only applies to conference calls hosted by your own telephone system. Holding your call to a conference hosted on another telephone system may cause that conference to hear your system's music on hold.