Training and inference of optical neural networks with noise and low-bits control

D Zhang, Y Zhang, Y Zhang, Y Su, J Yi, P Wang… - Applied Sciences, 2021 - mdpi.com
Optical neural networks (ONNs) are getting more and more attention due to their advantages
such as high-speed and low power consumption. However, in a non-ideal environment, the …

Noise quantization simulation analysis of optical convolutional networks

Y Zhang, S Zhang, D Zhang, Y Su, J Yi, P Wang… - Optica …, 2023 - yadda.icm.edu.pl
Optical neural network (ONN) has been regarded as one of the most prospective techniques
in the future, due to its high-speed and low power cost. However, the realization of optical …