This work explores Lyapunov characterizations of the input-output-to-state
stability( IOSS) property for nonlinear systems. The notion of IOSS is a na
tural generalization of the standard zero-detectability property used in th
e linear case. The main contribution of this work is to establish a complet
e equivalence between the IOSS property and the existence of a certain type
of smooth Lyapunov function. As corollaries, one shows the existence of no
rm-estimators, and obtains characterizations of nonlinear detectability in
terms of relative stability and of finite-energy estimates.