research
∙
08/07/2023
Analysis of Optical Loss and Crosstalk Noise in MZI-based Coherent Photonic Neural Networks
With the continuous increase in the size and complexity of machine learn...
share
research
∙
07/04/2023
GHOST: A Graph Neural Network Accelerator using Silicon Photonics
Graph neural networks (GNNs) have emerged as a powerful approach for mod...
research
∙
03/28/2023
Design Space Exploration for PCM-based Photonic Memory
The integration of silicon photonics (SiPh) and phase change materials (...
research
∙
04/19/2022
Characterization and Optimization of Integrated Silicon-Photonic Neural Networks under Fabrication-Process Variations
Silicon-photonic neural networks (SPNNs) have emerged as promising succe...
research
∙
04/08/2022