Never saw any difference in rates when taking out my mortgage with 20% down, if the bank wants to charge you 0.45% more for being financially prudent - go somewhere else. What more security do they want, they already have the loan backed by a hard asset worth far more than the loan amount at that point.

If you are the kind of person that can put 20% down the bank will want your business.