Comparison of SA-ResNet MF monitoring performance before and after model compression with fine-tuning.

Comparison of SA-ResNet MF monitoring performance before and after model compression with fine-tuning.

<p>Comparison of SA-ResNet MF monitoring performance before and after model compression with fine-tuning.</p>

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Bibliographic Details
Main Author:	Jinrong Liang (3918740) (author)
Other Authors:	Yong Bao (296790) (author)
Published:	2025
Subjects:	Science Policy Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified lightweight application scenarios average absolute errors average absolute error applying taylor pruning advancing future dynamic perform joint monitoring acceptable monitoring performance modulation format recognition heterogeneous optical networks mf recognition accuracy evaluated using 5 time monitoring optical signal modulation formats sample length results indicate residual network point operations parameter memory noise ratio including 8qam following fine fold cross fiber length attention mechanism 988 %, 34 db 32 db 160 km
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