Search Results for author: Zhengyang Duan

Found 4 papers, 1 papers with code

Dual adaptive training of photonic neural networks

1 code implementation9 Dec 2022 Ziyang Zheng, Zhengyang Duan, Hang Chen, Rui Yang, Sheng Gao, Haiou Zhang, Hongkai Xiong, Xing Lin

Photonic neural network (PNN) is a remarkable analog artificial intelligence (AI) accelerator that computes with photons instead of electrons to feature low latency, high energy efficiency, and high parallelism.

Image Classification

Optical multi-task learning using multi-wavelength diffractive deep neural networks

no code implementations30 Nov 2022 Zhengyang Duan, Hang Chen, Xing Lin

By encoding multi-task inputs into multi-wavelength channels, the system can increase the computing throughput and significantly alle-viate the competition to perform multiple tasks in parallel with high accuracy.

Multi-Task Learning

Enabling Lower-Power Charge-Domain Nonvolatile In-Memory Computing with Ferroelectric FETs

no code implementations2 Feb 2021 Guodong Yin, Yi Cai, Juejian Wu, Zhengyang Duan, Zhenhua Zhu, Yongpan Liu, Yu Wang, Huazhong Yang, Xueqing Li

Compute-in-memory (CiM) is a promising approach to alleviating the memory wall problem for domain-specific applications.

Emerging Technologies

Aggregated Network for Massive MIMO CSI Feedback

no code implementations17 Jan 2021 Zhilin Lu, Hongyi He, Zhengyang Duan, Jintao Wang, Jian Song

In frequency division duplexing (FDD) mode, it is necessary to send the channel state information (CSI) from user equipment to base station.

valid

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