A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization

Febin Sunny, Mahdi Nikdast, Sudeep Pasricha

Parameter quantization in convolutional neural networks (CNNs) can help generate efficient models with lower memory footprint and computational complexity. But, homogeneous quantiz…