Convolutional Neural Networks With Integrated Optics
Jun Rong Ong, Chin Chun Ooi, Thomas Y. L. Ang, Flynn Loh, Justin Yu Xiang Peh, Soon Thor Lim, Ching Eng Png · OSA Advanced Photonics Congress (AP) 2020 (IPR, NP, NOMA, Networks, PVLED, PSC, SPPCom, SOF) · 2020
We present an architecture to realize a convolutional neural network with integrated optics by using the Fourier transform property of star couplers. We show, in computer simulation, high accuracy image classification using the MNIST dataset.