2000 character limit reached
Optimizing Coherent Integrated Photonic Neural Networks under Random Uncertainties (2103.07019v1)
Published 12 Mar 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%.