Rei Sumikawa

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Highly Parallel

Top Venues

VLSI Technology and Circuits

Publications

Dongzhu Li, Zhijie Zhan, Rei Sumikawa, Mototsugu Hamada, Atsutake Kosuge, Tadahiro Kuroda
A 0.13mJ/Prediction CIFAR-100 Fully Synthesizable Raster-Scan-Based Wired-Logic Processor in 16-nm FPGA. IEICE Trans. Electron. 107 (6) (2024)
Rei Sumikawa, Kota Shiba, Atsutake Kosuge, Mototsugu Hamada, Tadahiro Kuroda
A 1.2nJ/Classification Fully Synthesized All-Digital Asynchronous Wired-Logic Processor Using Quantized Non-Linear Function Blocks in 0.18μm CMOS. ASP-DAC (2023)
Atsutake Kosuge, Yao-Chung Hsu, Rei Sumikawa, Mototsugu Hamada, Tadahiro Kuroda, Tomoe Ishikawa
A 10.7-µJ/Frame 88% Accuracy CIFAR-10 Single-Chip Neuromorphic Field-Programmable Gate Array Processor Featuring Various Nonlinear Functions of Dendrites in the Human Cerebrum. IEEE Micro 43 (6) (2023)
Yao-Chung Hsu, Atsutake Kosuge, Rei Sumikawa, Kota Shiba, Mototsugu Hamada, Tadahiro Kuroda
A Fully Synthesized 13.7μJ/Prediction 88% Accuracy CIFAR-10 Single-Chip Data-Reusing Wired-Logic Processor Using Non-Linear Neural Network. ASP-DAC (2023)
Atsutake Kosuge, Rei Sumikawa, Yao-Chung Hsu, Kota Shiba, Mototsugu Hamada, Tadahiro Kuroda
A 183.4nJ/inference 152.8μW Single-Chip Fully Synthesizable Wired-Logic DNN Processor for Always-On 35 Voice Commands Recognition Application. VLSI Technology and Circuits (2023)
Dongzhu Li, Yao-Chung Hsu, Rei Sumikawa, Atsutake Kosuge, Mototsugu Hamada, Tadahiro Kuroda
A 0.13mJ/Prediction CIFAR-100 Raster-Scan- Based Wired-Logic Processor Using Non-Linear Neural Network. ISCAS (2023)
Yao-Chung Hsu, Atsutake Kosuge, Rei Sumikawa, Kota Shiba, Mototsugu Hamada, Tadahiro Kuroda
A 13.7μJ/prediction 88% Accuracy CIFAR-10 Single-Chip Wired-logic Processor in 16-nm FPGA using Non-Linear Neural Network. HCS (2022)