no code implementations • 18 Feb 2022 • Shih-ting Lin, Zhaofang Li, Yu-Hsiang Cheng, Hao-Wen Kuo, Chih-Cheng Lu, Kea-Tiong Tang
The main challenge associated with the quantization algorithm is maintaining accuracy at low bit-widths.
no code implementations • 24 Oct 2020 • Syuan-Hao Sie, Jye-Luen Lee, Yi-Ren Chen, Chih-Cheng Lu, Chih-Cheng Hsieh, Meng-Fan Chang, Kea-Tiong Tang
Furthermore, to reduce the number of network parameters, a sparsity algorithm that considers a CIM architecture is proposed.