Under preparation...
Our code was run with Python 3.5.5 and Tensorflow 1.9.0
Additional code used to interface with prototype hardware is available upon request.
Title: Hybrid optical-electronic convolutional neural networks with optimized diffractive optics for image classification
Authors: Julie Chang*, Vincent Sitzmann, Xiong Dun, Wolfgang Heidrich, and Gordon Wetzstein*
*Correspondence to: {jchang10, gordon.wetzstein}@stanford.edu
Link to our paper
Link to our project page
The CIFAR-10 dataset captured by our prototype is available at: []. The original images used in all experiments were downloaded directly from MNIST, CIFAR-10, or Google QuickDraw source websites.