[20a-F211-1~10] 31.1 Focused Session "AI Electronics"

[20a-F211-5] Machine Learning with On-Chip Photonic Convolution Filters

〇Mitsumasa Nakajima¹, Masashi Miyata¹, Kenji Tanaka¹, Toshikazu Hashimoto¹ (1.NTT Device Technology Labs.)

Keywords:Optical waveguide, Optical neural network, Machine learning

Convolutional neural networks (CNN), which are inspired by visual information processing of living bodies, have high recognition performance in various tasks and are the basis of recent deep learning technology. In this paper, we demonstrate an optical waveguide chip which carrying out the convolution operation with high-bandwidth.