Parameter ballasting algorithm was deduced based on approach law in variable structure control theory, and the global stability conditions were discussed.

• 利用变结构控制理论中的趋近律方法，推导出神经网络参数的镇定算法，并讨论了学习算法的全局稳定性条件。