No, because the bank would always have recourse to something (the security).
If you're limited to something the bank can take (and only that, excluding fraud, etc), the bank will self-regulate and not loan more than negotiable amount - cost of negotiating - this is where the 80% maximum normal home loan comes from. The bank (mostly) ignores the risk the value could go down, but understands that when all is said and done a foreclosure of a $100k house will net about $80k for the foreclosing entity.
With this you can finagle yourself down to zero (own a home, take a mortgage for 80%, squander the money, get foreclosed, have nothing) - but if the bank will lend more based on being able to go after you for the difference (recourse) than you can finagle yourself down to negative amounts.