Emergent Mind
Optimizing Coherent Integrated Photonic Neural Networks under Random Uncertainties
(2103.07019)
Published Mar 12, 2021
in
cs.ET
Abstract
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%.
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