Who added Matlab deep learning architectures?

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Merve Buyukbas 2021-9-29

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https://ww2.mathworks.cn/matlabcentral/answers/1463294-who-added-matlab-deep-learning-architectures

评论： Merve Buyukbas 2021-9-29

In my master's thesis, I did studies using deep learning architectures. Members of the jury want me to provide references for each. I can't find information about who added AlexNet, ResNet-18, GoogleNet and SqueezeNet libraries. Who found these codes and library? Can you help me?

I need urgent reply and thank you.

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Answer 1

David Willingham 2021-9-29

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https://ww2.mathworks.cn/matlabcentral/answers/1463294-who-added-matlab-deep-learning-architectures#answer_798089

If you go to the MATLAB doc page for each network, it will show the references at the bottom:

For example, in Googlenet:

https://www.mathworks.com/help/deeplearning/ref/googlenet.html

There is this section at the bottom:

References

[1] ImageNet. http://www.image-net.org

[2] Zhou, Bolei, Aditya Khosla, Agata Lapedriza, Antonio Torralba, and Aude Oliva. "Places: An image database for deep scene understanding." arXiv preprint arXiv:1610.02055 (2016).

[3] Places. http://places2.csail.mit.edu/

[4] Szegedy, Christian, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich. "Going deeper with convolutions." In Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 1-9. 2015.

[5] BVLC GoogLeNet Model. https://github.com/BVLC/caffe/tree/master/models/bvlc_googlenet

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Merve Buyukbas 2021-9-29

This is exactly what I was looking for, thank you very much indeed.

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Answer 2

Image Analyst 2021-9-29

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Not exactly sure what you mean, but the architectures were developed by researchers worldwide and then they were incorporated into MATLAB by Mathworkers. You need to have the Deep Learning Toolbox and use the Add-on tool to download the desired network to your local installation. They are not all provided in advance with the Deep Learning Toolbox - you need to download the ones you want.