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Conferences > CLEO_SI > 2023 > SM2P > SM2P.6

Evaluation of a compact butterfly-style photonic-electronic neural chip on complicated deep learning tasks

Chenghao Feng, Jiaqi Gu, Hanqing Zhu, Rongxing Tang, David Z. Pan, and Ray T. Chen

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Abstract

We deploy a compact butterfly-style photonic-electronic neural chip on ResNet-20 and achieve > 85% measured accuracy on the CIFAR-10 dataset with only 3-bit weight programming resolutions, showing its practicality in implementing complicated deep learning tasks.

© 2023 The Author(s)

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