Does MATLAB 2021b deep learning toolbox support Graph Convolutional Network (GCN)?

Question

Laith Alzubaidi 2021-10-6

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评论： Shuyuan Zhou 2023-5-30

Dear matlab community,

I hope you can help me and I will be highly appreciated.

I'm working on a class project which was assigned by the class lecturer.

My project is to do localization of the object in the playground using Graph Convolutional Network. The only thing That i found in Matlab is that example of " Node Classification Using Graph Convolutional Network" . Could you please suggest any project that is close to my work.

More details about the project shown the pic, I assumed that the sensors locations are the nodes and relations between sensors are the edges. But I have no idea what should I do next.

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Answer 1

Vineet Joshi 2021-10-28

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Hi

Currently we do not have specific functions for GCN in the latest release of MATLAB. The Node Classification Using GCN example covers how you can implement and work with GCN algorithm in MATLAB.

You can refer to the following resources for more information.

Node Classification Using Graph Convolutional Network

Define Custom Training Loops, Loss Functions, and Networks

Define Custom Deep Learning Layers

Hope these helps.

Thanks