We propose an optimization method to improve power efficiency and robustness in silicon-photonic-based coherent integrated photonic neural networks. Our method reduces the network power consumption by 15.3% and the accuracy loss under uncertainties by 16.1%.
@article{arxiv.2103.07019,
title = {Optimizing Coherent Integrated Photonic Neural Networks under Random Uncertainties},
author = {Sanmitra Banerjee and Mahdi Nikdast and Krishnendu Chakrabarty},
journal= {arXiv preprint arXiv:2103.07019},
year = {2021}
}
Comments
This paper has been accepted at the IEE/OSA Optical Fiber Communication Conference (OFC) 2021 and will appear in OFC proceedings