Optimizing Coherent Integrated Photonic Neural Networks under Random\n Uncertainties

We propose an optimization method to improve power efficiency and robustness\nin silicon-photonic-based coherent integrated photonic neural networks. Our\nmethod reduces the network power consumption by 15.3% and the accuracy loss\nunder uncertainties by 16.1%.\n

Neural Networks and Reservoir Computing Photonic and Optical Devices Optical Network Technologies Engineering Physics Computer Science

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References (7)

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