OASys: Envisioning an Opto-electronic Accelerator for Deep Learning Applications

Abstract

We propose OASys, an Opto-electronic Accelerator System, for efficient deep learning acceleration. The system takes on a full-stack architectural design approach and combines the power of Fourier optics and conventional FPGAs.