Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks

no code implementations • 27 Aug 2018 • Yurui Qu, Li Jing, Yichen Shen, Min Qiu, Marin Soljacic

First, we demonstrate that in predicting the transmission from multilayer photonic film, the relative error rate is reduced by 46. 8% (26. 5%) when the source data comes from 10-layer (8-layer) films and the target data comes from 8-layer (10-layer) films.

Multi-Task Learning