Abstract: In this study, a class of coupled memristive neural networks of neutral-type with stochastic perturbations via., pinning adaptive control in order to achieve synchronization is studied. The analysis in this study employs the differential inclusions theory, linear matrix inequalities and the lyapunov functional method and some criteria are obtained to guarantee coupled memristive neural networks of neutral-type with stochastic perturbations can achieve synchronization. Furthermore, numerical examples are given to show the effectiveness of our results.