Need the reference for a Mathworks article by, Antoni Woss considering neural network compression topic.
17 ビュー (過去 30 日間)
古いコメントを表示
There is an article created by Antoni Woss for network compression via projection in the attached link. Although I still have questions without an answer. So I need the reference for this MATLAB article to read further. I can't find the reference. On the other hand, MATLAB presents an example and function for this topic again without any referring to a paper or a book. What I want is just the reference as I need to dig deep into the basics.
1 件のコメント
Saurav
2025 年 1 月 10 日 6:13
Hi @Nader Rihan
If you need more information on this issue, I suggest creating a technical support case. You can do so by visiting the following link: https://www.mathworks.com/support/contact_us.html
回答 (2 件)
Hitesh
2024 年 12 月 30 日
Hi Nader,
You need to explore the below references for more deeper knowledge of Neural Network compression using Network Projection:
- M. Kudo, J. Toyama, and M. Shimbo. "Multidimensional Curve Classification Using Passing-Through Regions." Pattern Recognition Letters. Vol. 20, No. 11–13, pages 1103–1111.
- "Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding" by Song Han, Huizi Mao, and William J. Dally.
- "Model Compression" by Rich Caruana, Steve Lawrence, and Lee Giles.
- Optimal Brain Projection: Neural Network Compression using Mixtures of Subspaces Daniel Garcia sorvisto@stanford.edu Roberto Garcia (not in class) robgarct@stanford.edu Andri Vidarsson (not in class) andriv@stanford.edu
0 件のコメント
Antoni Woss
2025 年 1 月 14 日 17:26
Hi Nader – Thank you for your interest in the article on "Compressing Neural Networks Using Network Projection." The linked article serves as the primary reference for this technique. If you have specific questions or need further clarification, please feel free to ask them here. I'll do my best to provide answers or direct you to additional resources that might be helpful.
0 件のコメント
参考
カテゴリ
Help Center および File Exchange で Image Data Workflows についてさらに検索
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!