Intersect two 2-dimensional data sets, without the intersection destroying the data structure?

Question

Suppose that I have a 2-dimensional dataset, a and b:

a<-replicate(10,sample(9,5))
a
     [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]