I have an array which looks similar to:
0 2 3 4 0 0 7 8 0 10 0 32 44 47 0 0 37 54 0 36
Also by reshaping nonzeros(x) as follows:
nonzeros(x)
reshape(nonzeros(x), size(x,1), []) ans = 2 3 4 7 8 10 32 44 47 37 54 36