用于图像分类的卷积神经网络中激活函数的设计
王红霞,周家奇,辜承昊,林泓
Design of activation function in CNN for image classification
Hong-xia WANG,Jia-qi ZHOU,Cheng-hao GU,Hong LIN
表 2
PI100上的实验结果
Tab.2
Results on PI100
激活函数
loss
t
ACC
t
loss
v
ACC
v
relu
0.047 8
0.987 9
0.486 8
0.879 8
softsign
0.052 3
0.985 0
0.626 2
0.863 1
relu-softplus
0.041 2
0.988 9
0.450 6
0.902 1
relu-softsign
0.037 4
0.990 4
0.432 6
0.906 8