Area and Energy Optimization for Bit-Serial Log-Quantized DNN Accelerator with Shared Accumulators

Takumi Kudo, Kodai Ueyoshi, Kota Ando, Kazutoshi Hirose, Ryota Uematsu, Yuka Oba, Masayuki Ikebe, Tetsuya Asai, Masato Motomura, Shinya Takamaeda-Yamazaki. Area and Energy Optimization for Bit-Serial Log-Quantized DNN Accelerator with Shared Accumulators. In 12th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, MCSoC 2018, Hanoi, Vietnam, September 12-14, 2018. pages 237-243, IEEE Computer Society, 2018. [doi]

Abstract

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