Photonic Machine Intelligence Hardware: From Photonic Memory and Photonic TPU to Optical CNN

Here, I review our latest work on a Photonic TPU (P-TPU), a PIC-based ASIC for vector matrix multiplication acceleration and introduce a programmable multi-level non-volatile photonic random access memory (P-RAM).