This paper is concerned with multivariable adaptive control for a class of nonlinear stochastic systems with backlash inputs. A simple weighted adaptive control algorithm is presented for the control of such systems whose linear part possesses an arbitrary interactor matrix and is not necessarily minimum phase. The global convergence of the algorithm is established. Simulation results show that the algorithm has good control performances.