Higher-Accuracy Photonic Neural Networks via Duplication Schemes for Noise Reduction

Gianluca Kosmella,Jaron Sanders,Bin Shi,Ripalta Stabile

2023 International Conference on Photonics in Switching and Computing (PSC)（2023）

引用 0|浏览2

暂无评分

摘要

We present how feasible duplication schemes for reducing noise in optical neural networks achieve accuracy gains when compared to implementations without duplication. Performance gains are 7.4% at a practical chip size, and noise can be negated completely in a many-duplication regime.

查看译文

关键词

Optical Neural Networks,Law of Large Numbers,Universal Approximation

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要