no code implementations • 25 Feb 2024 • Bo Liu, Grace Li Zhang, Xunzhao Yin, Ulf Schlichtmann, Bing Li
In this new design, the multipliers are replaced by simple logic gates to project the results onto a wide bit representation.
1 code implementation • 10 Dec 2023 • Mengnan Jiang, Jingcun Wang, Amro Eldebiky, Xunzhao Yin, Cheng Zhuo, Ing-Chao Lin, Grace Li Zhang
The filters that are only important for a few number of classes are removed.
no code implementations • 3 Dec 2023 • Ruidi Qiu, Amro Eldebiky, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li
In conventional ONNs, light amplitudes are modulated at the input and detected at the output.
no code implementations • 10 Jun 2023 • Chuangtao Chen, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li
Deep neural networks (DNNs) have been widely deployed across diverse domains such as computer vision and natural language processing.
no code implementations • 27 Nov 2022 • Wenhao Sun, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Huaxi Gu, Bing Li, Ulf Schlichtmann
In such platforms, neural networks need to provide acceptable results quickly and the accuracy of the results should be able to be enhanced dynamically according to the computational resources available in the computing system.
2 code implementations • 10 May 2022 • Yu Fu, Yanyan Huang, Yalin Wang, Shunjie Dong, Le Xue, Xunzhao Yin, Qianqian Yang, Yiyu Shi, Cheng Zhuo
In this paper, we propose an end-to-end neural network architecture, referred to as optimal transport based feature pyramid fusion (OTFPF) network, for the brain age estimation with T1 MRIs.
no code implementations • 27 Apr 2022 • Xiao Dong, Yufei Chen, Xunzhao Yin, Cheng Zhuo
Worst-case dynamic PDN noise analysis is an essential step in PDN sign-off to ensure the performance and reliability of chips.