Before revision:   We identify an isotropic condition  so that the local change of this vector is a conformal embedding of the  self-motion.
After revision:  We identify an isotropic condition on the norm of the directional derivative of the recurrent network, so that the local change of this vector is a conformal embedding of the self-motion.