An intertive adaptive parameter learning iteration process enhanced the self-organizing maps net performance.The clustering capability was evaluated with MIT-BIH data.

• 网络迭代学习过程采用了特殊的设计，能根据不同类别自适应调整学习参数，从而提高了自组织映射的聚类能力。