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 4
Caltech256上的实验结果
Tab.4
Results on Caltech256
激活函数
loss
t
ACC
t
loss
v
ACC
v
relu
0.864 9
0.760 0
3.528 3
0.420 0
softsign
0.933 5
0.750 1
3.620 6
0.397 6
relu-softplus
0.840 5
0.770 4
3.453 4
0.414 7
relu-softsign
0.756 9
0.789 4
3.499 4
0.420 5