TY - JOUR
T1 - Demonstration of a 52-GHz Bit-Parallel Multiplier Using Low-Voltage Rapid Single-Flux-Quantum Logic
AU - Nagaoka, Ikki
AU - Ishida, Koki
AU - Tanaka, Masamitsu
AU - Sano, Kyosuke
AU - Yamashita, Taro
AU - Ono, Takatsugu
AU - Inoue, Koji
AU - Fujimaki, Akira
N1 - Funding Information:
Manuscript received November 28, 2020; revised January 23, 2021, February 22, 2021, and March 17, 2021; accepted March 28, 2021. Date of publication April 8, 2021; date of current version May 14, 2021. This work was supported by JST MIRAI under Grants JPMJMI18E1 and JSPS KAKENHI under Grants 19H01105, 18H05211 and 18H01498. (Corresponding author: Ikki Nagaoka.) Ikki Nagaoka, Masamitsu Tanaka, Kyosuke Sano, Taro Yamashita, and Akira Fujimaki are with the Graduate School of Engineering, Nagoya University, Nagoya 464-8603, Japan (e-mail: nagaoka@super.nuee.nagoya-u.ac.jp; masami_t@ieee.org; k_sano@super.nuee.nagoya-u.ac.jp; yamashita@nuee.nagoya-u.ac.jp; fujimaki@nuee.nagoya-u.ac.jp).
Publisher Copyright:
© 2002-2011 IEEE.
PY - 2021/8
Y1 - 2021/8
N2 - A high-throughput 4 $\boldsymbol{\times }$ 4-bit multiplier was demonstrated using an extremely careful timing design for low-voltage rapid single-flux-quantum (LV-RSFQ) logic. The design considers the lengths of all wires, bias dependency of the delays, and load dependency of the signal splitters. The key is to intentionally use both Josephson transmission lines and passive transmission lines for gate-to-gate wiring, even over short distances, to form the same structure wiring as the clock lines. The structure of the multiplier is based on a bit-parallel, gate-level pipeline to exploit throughput. The test chip was fabricated using the AIST 10-kA/cm $\boldsymbol{^2}$, Nb/AlOx/Nb, 9-Nb-layer Advanced Process 2. The measured maximum operating frequency, throughput, and power consumption without cooling cost in the high-speed on-chip test were 52 GHz, 52 G-operations per second (GOPS), and 134 $\boldsymbol{\mu }$ W, respectively. Although the switching speed of the Josephson junctions was reduced by 40$\boldsymbol{\%}$ owing to the low-voltage operation, the obtained clock frequency was as high as that demonstrated with the standard bias voltage. The energy efficiency was 381 tera-operations per second per watt (TOPS/W) at 4.2 K. Further improvement in energy efficiency is expected by using low-voltage half-flux-quantum (LV-HFQ) circuits and shrinking the size of Josephson junctions.
AB - A high-throughput 4 $\boldsymbol{\times }$ 4-bit multiplier was demonstrated using an extremely careful timing design for low-voltage rapid single-flux-quantum (LV-RSFQ) logic. The design considers the lengths of all wires, bias dependency of the delays, and load dependency of the signal splitters. The key is to intentionally use both Josephson transmission lines and passive transmission lines for gate-to-gate wiring, even over short distances, to form the same structure wiring as the clock lines. The structure of the multiplier is based on a bit-parallel, gate-level pipeline to exploit throughput. The test chip was fabricated using the AIST 10-kA/cm $\boldsymbol{^2}$, Nb/AlOx/Nb, 9-Nb-layer Advanced Process 2. The measured maximum operating frequency, throughput, and power consumption without cooling cost in the high-speed on-chip test were 52 GHz, 52 G-operations per second (GOPS), and 134 $\boldsymbol{\mu }$ W, respectively. Although the switching speed of the Josephson junctions was reduced by 40$\boldsymbol{\%}$ owing to the low-voltage operation, the obtained clock frequency was as high as that demonstrated with the standard bias voltage. The energy efficiency was 381 tera-operations per second per watt (TOPS/W) at 4.2 K. Further improvement in energy efficiency is expected by using low-voltage half-flux-quantum (LV-HFQ) circuits and shrinking the size of Josephson junctions.
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U2 - 10.1109/TASC.2021.3071996
DO - 10.1109/TASC.2021.3071996
M3 - Article
AN - SCOPUS:85104181620
SN - 1051-8223
VL - 31
JO - IEEE Transactions on Applied Superconductivity
JF - IEEE Transactions on Applied Superconductivity
IS - 5
M1 - 9399257
ER -