DNNARA: A Deep Neural Network Accelerator using Residue Arithmetic and Integrated Photonics

Author:

Peng Jiaxin1,Alkabani Yousra2,Sun Shuai1,Sorger Volker J.1,El-Ghazawi Tarek1

Affiliation:

1. The George Washington University, USA

2. Halmstad University, Sweden

Funder

Airforce office of Scientific Research (AFOSR)

Publisher

ACM

Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A review of emerging trends in photonic deep learning accelerators;Frontiers in Physics;2024-07-15

2. Mirage: An RNS-Based Photonic Accelerator for DNN Training;2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA);2024-06-29

3. Architecture-Level Modeling of Photonic Deep Neural Network Accelerators;2024 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS);2024-05-05

4. Photonics Multiply-Accumulation Computations System Based on Residue Arithmetic;ACS Photonics;2024-04-06

5. On-Fiber Photonic Computing;Proceedings of the 22nd ACM Workshop on Hot Topics in Networks;2023-11-28

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