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 • 21 Apr 2023 • Jiaao Yu, Paul-Philipp Manea, Sara Ameli, Mohammad Hizzani, Amro Eldebiky, John Paul Strachan
With the proposed algorithm, the programming and the verification of a memristor can be performed in a single-direction sequential process.
no code implementations • 27 Nov 2022 • Amro Eldebiky, Grace Li Zhang, Georg Boecherer, Bing Li, Ulf Schlichtmann
These acceleration platforms rely on analog properties of the devices and thus suffer from process variations and noise.