Kazutoshi Hirose

QUEST: A 7.49TOPS multi-purpose log-quantized DNN inference engine stacked on 96MB 3D SRAM using inductive-coupling technology in 40nm CMOS

Kodai Ueyoshi, Kota Ando, Kazutoshi Hirose et al. · 2018 · 94 citations

Engineering, Vlsi Design, Machine Learning +17

QUEST: Multi-Purpose Log-Quantized DNN Inference Engine Stacked on 96-MB 3-D SRAM Using Inductive Coupling Technology in 40-nm CMOS

Kodai Ueyoshi, Kota Ando, Kazutoshi Hirose et al. · IEEE Journal of Solid-State Circuits · 2018 · 52 citations

Engineering, Vlsi Design, Hardware Algorithm +17

Hiddenite: 4K-PE Hidden Network Inference 4D-Tensor Engine Exploiting On-Chip Model Construction Achieving 34.8-to-16.0TOPS/W for CIFAR-100 and ImageNet

Kazutoshi Hirose, Jaehoon Yu, Kota Ando et al. · 2022 IEEE International Solid- State Circuits Conference (ISSCC) · 2022 · 21 citations

Engineering, Machine Learning, Network Analysis +16

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

Kota Ando, Kodai Ueyoshi, Yuka Oba et al. · 2018 · 10 citations

Engineering, Hardware Algorithm, Computer Architecture +17