Optimizing Coherent Integrated Photonic Neural Networks Under Random Uncertainties (Th1A.22)
Presenter: Sanmitra Banerjee, Duke University
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%.
Authors:Sanmitra Banerjee, Duke University / Mahdi Nikdast, Colorado State University / Krishnendu Chakrabarty, Duke University