2 papers
cs.AR2026
ROSA: Robust and Energy-Efficient Microring-Based Optical Neural Networks via Optical Shift-and-Add and Layer-Wise Hybrid Mapping
Huifan Zhang, Yun Hu, Caizhi Sheng +2
This work presents ROSA, a microring-based optical neural network architecture that improves robustness and energy efficiency using an optical shift-and-add (OSA) module and a laye…
physics.ins-det2022
Sparsity for Ultrafast Material Identification
Yurui Qu, Qingyi Zhou, Jin Xiang +1
Mid-infrared spectroscopy is often used to identify material. Thousands of spectral points are measured in a time-consuming process using expensive table-top instrument. However, m…