Digital-analog Hybrid Matrix Multiplication Processor for Optical Neural Networks
Conference: ECOC 2024 - 50th European Conference on Optical Communication
09/22/2024 - 09/26/2024 at Frankfurt, Germany
Proceedings: ITG-Fb. 317: ECOC 2024
Pages: 4Language: englishTyp: PDF
Authors:
Meng, Xiansong; Kong, Deming; Kim, Kwangwoong; Dong, Po; Hu, Hao
Abstract:
We present a high-precision digital-analog hybrid optical matrix multiplication processor for neural network applications. 16-bit calculation precision is achieved in a high-definition image processing task, while no accuracy loss is observed in a convolutional neural network for handwritten digit recognition.