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先端科学高等研究院 |
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Design and fabrication of integrator using adiabatic quantum-flux-parametron circuit
Shen, HX; Han, ZY; Li, ZY; He, YX; Yoshikawa, N
SUPERCONDUCTOR SCIENCE & TECHNOLOGY 38 ( 2 ) 2025年2月
記述言語:日本語 掲載種別:研究論文(学術雑誌) 共著
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A binary neural computing unit with programmable gate using SFQ and CMOS hybrid circuit
Li, ZY; Shen, HX; Yoshikawa, N; Yamanashi, Y
SUPERCONDUCTOR SCIENCE & TECHNOLOGY 37 ( 6 ) 2024年6月
記述言語:日本語 掲載種別:研究論文(学術雑誌) 共著
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General Matrix Synthesis for Cascaded-Block Filters With Flexible Bandwidth
He, YX; Zeng, Y; Shen, HX; Yoshikawa, N; Zou, XH; Yan, LS; Macchiarella, G
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES 72 ( 6 ) 3671 - 3681 2024年6月
記述言語:日本語 掲載種別:研究論文(学術雑誌) 共著
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A binary neural computing unit with programmable gate using SFQ and CMOS hybrid circuit
Li Zongyuan, Shen Hongxiang, Yoshikawa Nobuyuki, Yamanashi Yuki
Superconductor Science and Technology 37 ( 6 ) 2024年5月
記述言語:英語 掲載種別:研究論文(学術雑誌) 出版者・発行元:IOP Publishing 共著
Superconducting neural networks hold significant potential for future applications such as natural language processing and image recognition. To this end, we propose a binary neural computing unit implemented using a hybrid circuit of cryogenic CMOS and superconducting technologies. It offers two main advantages: firstly, we utilize current-mode computations for neural unit weight calculations, significantly reducing the unit's footprint and enabling the potential for higher integration in the future. Secondly, all computations are performed in a low-temperature environment, which implies the possibility of on-chip learning in superconducting neural networks and the potential for achieving faster training rates in the future. We fabricated the chip using Nb 1 kA cm−2 process (1KP) technology and experimentally verified the correctness of the circuit logic. The margins for various control parameters of the circuit are approximately around 30%, and the superconducting circuit power consumption is estimated to be around 4 microwatts.
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Shen, HX; He, YX; Han, ZY; Li, ZY; Luo, WH; Cheng, L; Luo, YY; Jing, B; Yoshikawa, N
ADVANCED QUANTUM TECHNOLOGIES 7 ( 8 ) 2024年4月
記述言語:日本語 掲載種別:研究論文(学術雑誌) 共著