The Collaborative International Dictionary of English v.0.48:

Silverberry \Sil"ver*ber`ry\, n. (Bot.)
   A tree or shrub (Elaeagnus argentea) with silvery foliage
   and fruit. --Gray.
   [1913 Webster]