Takumi Kudo

According to our database, Takumi Kudo authored at least 3 papers between 2018 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Dither NN: Hardware/Algorithm Co-Design for Accurate Quantized Neural Networks.

Kota Ando, Kodai Ueyoshi, Yuka Oba, Kazutoshi Hirose, Ryota Uematsu, Takumi Kudo, Masayuki Ikebe, Tetsuya Asai, Shinya Takamaeda-Yamazaki, Masato Motomura

IEICE Trans. Inf. Syst., 2019

2018

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

Proceedings of the 12th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2018

Dither NN: An Accurate Neural Network with Dithering for Low Bit-Precision Hardware.

Kota Ando, Kodai Ueyoshi, Yuka Oba, Kazutoshi Hirose, Ryota Uematsu, Takumi Kudo, Masayuki Ikebe, Tetsuya Asai, Shinya Takamaeda-Yamazaki, Masato Motomura

Proceedings of the International Conference on Field-Programmable Technology, 2018