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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...
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07/04/2023
GHOST: A Graph Neural Network Accelerator using Silicon Photonics
Graph neural networks (GNNs) have emerged as a powerful approach for mod...
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03/28/2023
Design Space Exploration for PCM-based Photonic Memory
The integration of silicon photonics (SiPh) and phase change materials (...
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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...
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04/08/2022
