Characterization and Optimization of Integrated Silicon-Photonic Neural Networks under Fabrication-Process Variations

19 April 2022

Papers citing "Characterization and Optimization of Integrated Silicon-Photonic Neural Networks under Fabrication-Process Variations"

5 / 5 papers shown

Title
Characterizing Coherent Integrated Photonic Neural Networks under Imperfections Sanmitra Banerjee Mahdi Nikdast Krishnendu Chakrabarty 113 19 0 22 Jul 2022
Pruning Coherent Integrated Photonic Neural Networks Using the Lottery Ticket Hypothesis Sanmitra Banerjee Mahdi Nikdast S. Pasricha Krishnendu Chakrabarty 65 10 0 14 Dec 2021
CHAMP: Coherent Hardware-Aware Magnitude Pruning of Integrated Photonic Neural Networks Sanmitra Banerjee Mahdi Nikdast S. Pasricha Krishnendu Chakrabarty 39 8 0 11 Dec 2021
Modeling Silicon-Photonic Neural Networks under Uncertainties Sanmitra Banerjee Mahdi Nikdast Krishnendu Chakrabarty 42 27 0 19 Dec 2020
Design of optical neural networks with component imprecisions Michael Y.-S. Fang S. Manipatruni Casimir Wierzynski A. Khosrowshahi M. DeWeese 72 130 0 13 Dec 2019