Hbca: a toolchain for high-accuracy branch-fused cnn accelerator on fpga with dual-decimal-fused technique

HIGHLIGHTS

  • who: Zhengjie Li and colleagues from the School of Microelectronics, Fudan University, No825, Zhangheng Road, Pudong New Area, Shanghai, China have published the research: HBCA: A Toolchain for High-Accuracy Branch-Fused CNN Accelerator on FPGA with Dual-Decimal-Fused Technique, in the Journal: Electronics 2023, 192 of /2023/
  • what: To deal with the above problems of implementing and updating CNN on an accelerator, the authors propose High-Accuracy Branch-Fused CNN Accelerator (HBCA): a toolchain and corresponding accelerator. The authors implement seven CNNs with four types of kernels on a Xilinx XC7V690T FPGA. The . . .

     

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