Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

IEEE Transactions on Applied Superconductivity

High-Speed Hybrid Superconductor-to-Semiconductor Interface Circuit With Ultra-Low Power Consumption

Thomas Ortlepp, Stephen R. Whiteley, Lizhen Zheng, Xiaofan Meng, T. Van Duzer

Published Nov 14, 2012• 21 citations
Publisher

Abstract

Superconductor electronics for high-performance computing and high-speed analog-to-digital converters requires multi-channel digital data links. Most difficult is the amplification of the weak signals from the superconductor circuit to the volt level of semiconductor electronics. We developed a hybrid digital interface based on a Josephson latching driver, the so-called Suzuki stack, and a clocked CMOS comparator. The input can be directly triggered by a single flux quantum pulse and the output provides a 1 V CMOS-level signal. In contrast to existing systems, our interface is optimized for ultra-low-power consumption to enable its application for parallel multi-bit data interfaces. We provide evaluation of various types of Suzuki stacks and various CMOS comparators. We present experimental data on the delay of the overall hybrid interface and the total power consumption. The bit-error rate has been measured to be below 10-12. We will discuss the trade-off among circuit robustness, speed, and power consumption.

DOI
10.1109/tasc.2012.2227918

Related papers

Interfacing Superconductor and Semiconductor Digital Electronics

Yerzhan Mustafa, Selçuk Köse

Interface circuits are the key components that enable the hybrid integration of superconductor and semiconductor digital electronics. The design requirements of superconductor-semiconductor interface circuits vary depending on the application, such as high-performance classical computing, superconducting quantum computing, and digital signal processing. In this survey, various interface circuits are categorized based on the working principle and structure. The superconducting output drivers are explored, which are capable of converting and amplifying, e.g., single flux quantum (SFQ) voltage pulses, to voltage levels that semiconductor circuits can process. Several trade-offs between circuit- and system-level design parameters are examined. Accordingly, parameters such as the data rate, output voltage, power dissipation, layout area, thermal/heat load of cryogenic cables, and bit-error rate are considered.

physics.app-phCross-listedarXiv:2601.09969•Applied Physics Reviews•Jan 16, 2026•0 citations

Design guidelines for Suzuki stacks as reliable high-speed Josephson voltage drivers

Thomas Ortlepp, L Zheng, Stephen R. Whiteley +1 more

The application of superconducting circuits for high-performance computing and high-speed analog-to-digital converters suffers from the difficulty of amplifying the weak signals of superconducting circuits to the volt level of semiconductor electronics. We refer to the most accepted Josephson circuit used to amplify weak signals of about a millivolt to several tens of millivolts as a Suzuki stack. It can be directly triggered by a single flux quantum pulse and has a very high switching speed of about 25 ps. We report here an in-depth study of design issues for Suzuki stacks with extensive systematic simulations as well as experimental results. We explain the origin of previously reported phenomena such as multiple-level switching, high bit-error-rates, and interactions between stacks, and give design guidance for avoidance of such problems. We show experimental results for a set of Suzuki stacks operating correctly and independently with a single power supply. The presented design guidelines address important characteristics that need to be optimized: output voltage, bias margins, operating frequency, bit-error-rate, delay, power dissipation, and physical size.

Superconductor Science and Technology•Jan 21, 2013•25 citations

Optimization of Suzuki Stack Circuit to Reduce Power Dissipation

Yerzhan Mustafa, Selçuk Köse

Superconductor–semiconductor hybrid circuits can combine the benefits of the high-speed and low-power operation of single-flux quantum circuits and high integration densities of CMOS technology such as memory. The Suzuki stack, a type of Josephson latching driver/amplifier, is a widely used interface circuit in Josephson–CMOS hybrid memories. Due to the limited cooling power at cryogenic temperatures, the power dissipation is becoming an important concern, especially in large-scale systems. An optimization technique to significantly reduce the power dissipation of Suzuki stack circuits is proposed in this article. The proposed design can reduce the power dissipation by 30–70% while causing a voltage drop of 2–9% in the output voltage depending on the circuit parameter configuration. The tradeoffs between the power dissipation and output voltage characteristics are discussed. The proposed design can operate correctly within at least$\pm$20% of process parameter variations as demonstrated with extensive simulations.

IEEE Transactions on Applied Superconductivity•Jul 19, 2022•16 citations

Digital Output Data Links From Superconductor Integrated Circuits

Deepnarayan Gupta, Saad M. Sarwana, Dmitri E. Kirichenko +7 more

Improving the efficiency in digital data transport, originating from 4 K superconductor integrated circuits (ICs) to standard room-temperature (300 K) electronics, both in terms of speed and power consumption, is vitally important for nearly all applications of superconductor digital electronics. The required data link must include all necessary amplification and conditioning to convert digital data from single flux quantum (SFQ) logic to standard CMOS logic levels. Therefore, one must minimize the overall power consumption for the required total data throughout by taking into account all parts of the link: (1) data transmitters or output drivers with SFQ input, (2) additional amplifiers, (3) transmission lines, and (4) data receivers at room-temperature, such as the ones available on commercial field-programmable gate arrays (FPGAs). Here, we describe two variants of electrical data links, with and without cryogenic semiconductor amplifiers.

IEEE Transactions on Applied Superconductivity•May 15, 2019•29 citations

Low-Power High-Speed Hybrid Temperature Heterogeneous Technology Digital Data Link

Deepnarayan Gupta, Joseph C. Bardin, Amol Inamdar +6 more

High-speed digital data links from 4-K superconductor electronics to room temperature are challenging due to the fact that energy/bit for single flux quantum logic is many (six) orders of magnitude lower than that of standard room-temperature logic. Our approach of building an energy-efficient high-speed data link involves a joint electrical-thermal design of a temperature-distributed architecture using different electronic technologies. This differential digital data link design involves superconductor, multiple cryogenic semiconductor and additional room-temperature semiconductor circuitry. The current design involves three cryogenic semiconductor ICs for integration with a multistage cryocooled digital system. The first cryogenic semiconductor IC is designed to operate at 4 K with a power consumption of 0.3 mW and interface directly with the superconductor differential single flux quantum/dc drivers. For testing it, a superconductor carrier chip containing an analog-to-digital converter has been designed for the HYPRES dual-$J_{c}$(4.5 and 20$\hbox{kA/cm}^{2}$) fabrication process.

IEEE Transactions on Applied Superconductivity•Apr 5, 2013•20 citations

DC-biased Suzuki stack circuit for Josephson-CMOS memory applications

Yerzhan Mustafa, Keith Krause, Archit Shah +2 more

Abstract Josephson-CMOS hybrid memory leverages the high speed and low power operation of single-flux quantum logic and the high integration densities of CMOS technology. One of the commonly used type of interface circuits in Josephson-CMOS memory is a Suzuki stack, which is a latching high-voltage driver circuit. Suzuki stack circuits are typically powered by an AC bias voltage that has several limitations such as synchronization and coupling effects. To address these issues, a novel DC-biased Suzuki stack circuit is proposed in this paper. As compared to a conventional AC-biased Suzuki stack circuit, the proposed DC-biased design can provide similar output voltage levels and parameter margins, approximately two times higher operating frequency, and three orders of magnitude lower heat load of bias cables.

Superconductor Science and Technology•Jul 4, 2024•13 citations
Superconductor electronics for high-performance computing and high-speed analog-to-digital converters requires multi-channel digital data links. Most difficult is the amplification of the weak signals from the superconductor circuit to the volt level of semiconductor electronics. We developed a hybrid digital interface based on a Josephson latching driver, the so-called Suzuki stack, and a clocked CMOS comparator. The input can be directly triggered by a single flux quantum pulse and the output provides a 1 V CMOS-level signal. In contrast to existing systems, our interface is optimized for ultra-low-power consumption to enable its application for parallel multi-bit data interfaces. We provide evaluation of various types of Suzuki stacks and various CMOS comparators. We present experimental data on the delay of the overall hybrid interface and the total power consumption. The bit-error rate has been measured to be below 10-12. We will discuss the trade-off among circuit robustness, speed, and power consumption.
Interface circuits are the key components that enable the hybrid integration of superconductor and semiconductor digital electronics. The design requirements of superconductor-semiconductor interface circuits vary depending on the application, such as high-performance classical computing, superconducting quantum computing, and digital signal processing. In this survey, various interface circuits are categorized based on the working principle and structure. The superconducting output drivers are explored, which are capable of converting and amplifying, e.g., single flux quantum (SFQ) voltage pulses, to voltage levels that semiconductor circuits can process. Several trade-offs between circuit- and system-level design parameters are examined. Accordingly, parameters such as the data rate, output voltage, power dissipation, layout area, thermal/heat load of cryogenic cables, and bit-error rate are considered.
The application of superconducting circuits for high-performance computing and high-speed analog-to-digital converters suffers from the difficulty of amplifying the weak signals of superconducting circuits to the volt level of semiconductor electronics. We refer to the most accepted Josephson circuit used to amplify weak signals of about a millivolt to several tens of millivolts as a Suzuki stack. It can be directly triggered by a single flux quantum pulse and has a very high switching speed of about 25 ps. We report here an in-depth study of design issues for Suzuki stacks with extensive systematic simulations as well as experimental results. We explain the origin of previously reported phenomena such as multiple-level switching, high bit-error-rates, and interactions between stacks, and give design guidance for avoidance of such problems. We show experimental results for a set of Suzuki stacks operating correctly and independently with a single power supply. The presented design guidelines address important characteristics that need to be optimized: output voltage, bias margins, operating frequency, bit-error-rate, delay, power dissipation, and physical size.
Superconductor–semiconductor hybrid circuits can combine the benefits of the high-speed and low-power operation of single-flux quantum circuits and high integration densities of CMOS technology such as memory. The Suzuki stack, a type of Josephson latching driver/amplifier, is a widely used interface circuit in Josephson–CMOS hybrid memories. Due to the limited cooling power at cryogenic temperatures, the power dissipation is becoming an important concern, especially in large-scale systems. An optimization technique to significantly reduce the power dissipation of Suzuki stack circuits is proposed in this article. The proposed design can reduce the power dissipation by 30–70% while causing a voltage drop of 2–9% in the output voltage depending on the circuit parameter configuration. The tradeoffs between the power dissipation and output voltage characteristics are discussed. The proposed design can operate correctly within at least$\pm$20% of process parameter variations as demonstrated with extensive simulations.
Improving the efficiency in digital data transport, originating from 4 K superconductor integrated circuits (ICs) to standard room-temperature (300 K) electronics, both in terms of speed and power consumption, is vitally important for nearly all applications of superconductor digital electronics. The required data link must include all necessary amplification and conditioning to convert digital data from single flux quantum (SFQ) logic to standard CMOS logic levels. Therefore, one must minimize the overall power consumption for the required total data throughout by taking into account all parts of the link: (1) data transmitters or output drivers with SFQ input, (2) additional amplifiers, (3) transmission lines, and (4) data receivers at room-temperature, such as the ones available on commercial field-programmable gate arrays (FPGAs). Here, we describe two variants of electrical data links, with and without cryogenic semiconductor amplifiers.
High-speed digital data links from 4-K superconductor electronics to room temperature are challenging due to the fact that energy/bit for single flux quantum logic is many (six) orders of magnitude lower than that of standard room-temperature logic. Our approach of building an energy-efficient high-speed data link involves a joint electrical-thermal design of a temperature-distributed architecture using different electronic technologies. This differential digital data link design involves superconductor, multiple cryogenic semiconductor and additional room-temperature semiconductor circuitry. The current design involves three cryogenic semiconductor ICs for integration with a multistage cryocooled digital system. The first cryogenic semiconductor IC is designed to operate at 4 K with a power consumption of 0.3 mW and interface directly with the superconductor differential single flux quantum/dc drivers. For testing it, a superconductor carrier chip containing an analog-to-digital converter has been designed for the HYPRES dual-JcJ_{c}Jc​(4.5 and 20kA/cm2\hbox{kA/cm}^{2}kA/cm2) fabrication process.
Abstract Josephson-CMOS hybrid memory leverages the high speed and low power operation of single-flux quantum logic and the high integration densities of CMOS technology. One of the commonly used type of interface circuits in Josephson-CMOS memory is a Suzuki stack, which is a latching high-voltage driver circuit. Suzuki stack circuits are typically powered by an AC bias voltage that has several limitations such as synchronization and coupling effects. To address these issues, a novel DC-biased Suzuki stack circuit is proposed in this paper. As compared to a conventional AC-biased Suzuki stack circuit, the proposed DC-biased design can provide similar output voltage levels and parameter margins, approximately two times higher operating frequency, and three orders of magnitude lower heat load of bias cables.