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This is the source code for the “Using Autoencoders to Optimize Two-Dimensional Signal Constellations for Fiber Optic Communication Systems” project.
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This is the source code for the “Using Autoencoders to Optimize Two-Dimensional Signal Constellations for Fiber Optic Communication Systems” project.
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![Results for 16 QAM](results/16QAM.png)
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## Structure
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## Structure
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The ConstellationNet model is defined inside the `constellation/` folder. At the root are several scripts (described below) for training the model and testing it.
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The ConstellationNet model is defined inside the `constellation/` folder. At the root are several scripts (described below) for training the model and testing it.
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