Recently, we initiated in [Systems Control Lett., 26 (1995), pp. 245-2
51] the study of exponential stability of neutral stochastic functiona
l differential equations, and in this paper, we shall further our stud
y in this area. We should emphasize that the main technique employed i
n this paper is the well-known Rasumikhin argument and is completely d
ifferent from those used in our previous paper [Systems Control Lett.,
26 (1995), pp. 245-251]. The results obtained in [Systems Control Let
t., 26 (1995), pp. 245-251] can only be applied to a certain class of
neutral stochastic functional differential equations excluding neutral
stochastic differential delay equations, but the results obtained in
this paper are more general, and they especially can be used to deal w
ith neutral stochastic differential delay equations. Moreover, in [Sys
tems Control Lett., 26 (1995), pp. 245-251], we only studied the expon
ential stability in mean square, but in this paper, we shall also stud
y the almost sure exponential stability. It should be pointed out that
although the results established in this paper are applicable to more
general neutral-type equation, for a particular type of equation disc
ussed in [Systems Control Lett., 26 (1995), pp. 245-251], the results
there are sharper.