Digital-analog Hybrid Matrix Multiplication Processor for Optical Neural Networks
Konferenz: ECOC 2024 - 50th European Conference on Optical Communication
22.09.2024-26.09.2024 in Frankfurt, Germany
Tagungsband: ITG-Fb. 317: ECOC 2024
Seiten: 4Sprache: EnglischTyp: PDF
Autoren:
Meng, Xiansong; Kong, Deming; Kim, Kwangwoong; Dong, Po; Hu, Hao
Inhalt:
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.