2023/4/30上传
作者
Lareb Zar Khan, Pedro Freire, João Pedro, Nelson Costa, Antonio Napoli, Nicola Sambo
发表日期
2023/3/5
研讨会论文
2023 Optical Fiber Communications Conference and Exhibition (OFC)
页码范围
1-3
出版商
IEEE
简介
We investigated data augmentation to train neural networks (NNs) for soft-failure cause identification, demonstrating its impacts on NN complexity. Results indicate up to 68% reduction in the computational complexity of NN for each inference.
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LZ Khan, PJ Freire, J Pedro, N Costa, A Napoli… - 2023 Optical Fiber Communications Conference and …, 2023