https://github.com/zeroby0/signets

Code and everything else for our signets paper
https://github.com/zeroby0/signets

Last synced: 5 months ago
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Code and everything else for our signets paper

• Host: GitHub
• URL: https://github.com/zeroby0/signets
• Owner: zeroby0
• Created: 2025-03-05T16:44:21.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-06-10T18:46:56.000Z (about 1 year ago)
• Last Synced: 2025-06-21T02:43:58.986Z (12 months ago)
• Size: 1.82 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# signets

Code, Documentation, and Datasets related to our paper titled "SIGNETS: Neural Network Architectures for

m-QAM Soft Demodulation". The paper is currently under review at IEEE Access.

This repository will be updated shortly to include the aforementioned content.

Original | Existing Baseline | Proposed | Proposed + finetuning

---------|-------------------|------------|---------------------------

![](pictx/scenery-sized.png) | ![](pictx/scenery-traditional.png) | ![](pictx/scenery-m.png) | ![](pictx/scenery-pm.png)

![](pictx/finland-sized.png) | ![](pictx/finland-traditional.png) | ![](pictx/finland-m.png) | ![](pictx/finland-pm.png)

![](pictx/starwave-sized.png) | ![](pictx/starwave-traditional.png) | ![](pictx/starwave-m.png) | ![](pictx/starwave-pm.png)

![](pictx/cat-sized.png) | ![](pictx/cat-traditional.png) | ![](pictx/cat-m.png) | ![](pictx/cat-pm.png)