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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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07/12/2021
ROBIN: A Robust Optical Binary Neural Network Accelerator
Domain specific neural network accelerators have garnered attention beca...
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03/16/2021
ARXON: A Framework for Approximate Communication over Photonic Networks-on-Chip
The approximate computing paradigm advocates for relaxing accuracy goals...
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02/13/2021
CrossLight: A Cross-Layer Optimized Silicon Photonic Neural Network Accelerator
Domain-specific neural network accelerators have seen growing interest i...
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02/26/2020