By researching two new kinds of two-dimensional CA,we find two new classes of CA rules to design CNN,which can implement image restoration.

• 通过对两种新的二维CA规则的深入研究 ,得出了两类CA演化规则能够用于设计新的细胞神经网络 ,可以实现灰度图像的噪声消除。