Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

亲爱的作者你好，一维卷积神经网络可以使用ECA或者SE注意力机制吗？ #91

Open
qiaolikui opened this issue Nov 14, 2022 · 3 comments
Open

亲爱的作者你好，一维卷积神经网络可以使用ECA或者SE注意力机制吗？ #91

qiaolikui opened this issue Nov 14, 2022 · 3 comments

Comments

@qiaolikui
Copy link

打扰一下，我正在做风电数据的故障诊断，数据是100000*80，我想利用1D-CNN来进行实验，但是我发现关于卷积常用的ECA,SE注意力机制，一般都是处理4维数据，也就是处理图像数据。冒昧地问一下，ECA或者SE注意力机制可以处理1D-CNN吗，期待您的回复
@zougougou
Copy link

SE应该不可以，他本来就是通道维度上的attention，就一个通道应该不能吧

@DALidar
Copy link

DALidar commented Mar 23, 2024

SE应该不可以，他本来就是通道维度上的attention，就一个通道应该不能吧

请问
SE可以用于单个分支的图像提取网络吗，图片里的RGB算不算多个通道

@yuzuruxyz
Copy link

我觉得可以先分解，再用se

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
4 participants
@zougougou @qiaolikui @DALidar @yuzuruxyz