I investigate if the integral below make some sense. I think it makes, since I do not define de derivate of a stochastic process itself rather its integral over a time interval.
$ w(t) = \int_{0}^{t} z(t) \, dt, \, z(t) = \mathcal{N}(\bar{z}, \Sigma) $
Best regards