一. 博客文章和视频

blibli视频:Temporal Convolutional Networks (TCN) (推荐)

简书:TCN(Temporal Convolutional Network)

个人博客:Temporal Convolutional Network (TCN与TrellisNet)

二. 代码

PyTorch: https://github.com/locuslab/TCN

TensorFlow: https://github.com/Songweiping/TCN-TF

Keras: https://github.com/philipperemy/keras-tcn

Notebook: https://colab.research.google.com/drive/1la33lW7FQV1RicpfzyLq9H0SH1VSD4LE

三. 论文

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Temporal Convolutional Networks for Action Segmentation and Detection

四. 几张重要的图(图摘自上面的视频、博文或论文) 

Temporal Convolutional Networks (TCN)资料,扩张卷积

Temporal Convolutional Networks (TCN)资料,扩张卷积

Temporal Convolutional Networks (TCN)资料,扩张卷积 

Temporal Convolutional Networks (TCN)资料,扩张卷积 

Temporal Convolutional Networks (TCN)资料,扩张卷积