Physical Limitation Aware Quantization Model for Photonic Convolutional Neural Network
Yue Jiang, Wenjia Zhang, Fan Yang, Zuyuan He · 2021
We propose a physical limitation aware clustered quantization model by considering precision device limitation in the training process of integrated photonic CNN, showing 98.5% recognition accuracy for MNIST handwirtten recognition with 2-bit precision.