Rei Sumikawa

According to our database, Rei Sumikawa authored at least 6 papers between 2022 and 2023.

Collaborative distances:

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

2023

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.

Atsutake Kosuge, Yao-Chung Hsu, Rei Sumikawa, Mototsugu Hamada, Tadahiro Kuroda, Tomoe Ishikawa

IEEE Micro, 2023

A 183.4nJ/inference 152.8μW Single-Chip Fully Synthesizable Wired-Logic DNN Processor for Always-On 35 Voice Commands Recognition Application.

Atsutake Kosuge, Rei Sumikawa, Yao-Chung Hsu, Kota Shiba, Mototsugu Hamada, Tadahiro Kuroda

Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023

A 0.13mJ/Prediction CIFAR-100 Raster-Scan- Based Wired-Logic Processor Using Non-Linear Neural Network.

Dongzhu Li, Yao-Chung Hsu, Rei Sumikawa, Atsutake Kosuge, Mototsugu Hamada, Tadahiro Kuroda

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

A 1.2nJ/Classification Fully Synthesized All-Digital Asynchronous Wired-Logic Processor Using Quantized Non-Linear Function Blocks in 0.18μm CMOS.

Rei Sumikawa, Kota Shiba, Atsutake Kosuge, Mototsugu Hamada, Tadahiro Kuroda

Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

A Fully Synthesized 13.7μJ/Prediction 88% Accuracy CIFAR-10 Single-Chip Data-Reusing Wired-Logic Processor Using Non-Linear Neural Network.

Yao-Chung Hsu, Atsutake Kosuge, Rei Sumikawa, Kota Shiba, Mototsugu Hamada, Tadahiro Kuroda

Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022

A 13.7μJ/prediction 88% Accuracy CIFAR-10 Single-Chip Wired-logic Processor in 16-nm FPGA using Non-Linear Neural Network.

Yao-Chung Hsu, Atsutake Kosuge, Rei Sumikawa, Kota Shiba, Mototsugu Hamada, Tadahiro Kuroda

Proceedings of the 2022 IEEE Hot Chips 34 Symposium, 2022