Systems of linear stochastic differential difference equations of neutral type are considered. Sufficient conditions for the exponential stability are derived by using Lyapunov-Krasovskii functionals of quadratic type with exponential factors. Upper bound estimates for the exponential rate of convergence to zero are given in terms on the coefficient matrices of the systems.