Photonic Neural Networks with Kramers–Kronig Activation

Photonic neural networks (PNNs) are promising to replace conventional deep learning hardware due to their potentially higher energy efficiency and computational speed. Other than the fast progress on optical linear transformer, the nonlinear activators are much less mature. Usually, the optical acti...

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Bibliographic Details
Main Authors: Ye Tian, Yanan Han, Siting Zhao, Xingxing Guo, Yahui Zhang, Shuiying Xiang
Format: Article
Language:English
Published: Wiley-VCH 2023-09-01
Series:Advanced Photonics Research
Subjects:
Online Access:https://doi.org/10.1002/adpr.202300062