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

ACM/IEEE Design Automation Conference (DAC)

Unleashing the Power of T1-cells in SFQ Arithmetic Circuits

Rassul Bairamkulov, Mingfei Yu, Giovanni De Micheli

Published Jun 23, 2024• 1 citation
Publisher

Abstract

Rapid single-flux quantum (RSFQ) is one of the most advanced cryogenic superconductive electronics technologies. With orders of magnitude smaller power dissipation, RSFQ is an attractive technology for cloud computing, aerospace electronics, and high-speed interfacing with quantum computing systems. Technological challenges however greatly complicate the realization of VLSI-complexity RSFQ systems. For example, gate-level pipelining in SFQ systems incurs a significant area overhead due to the need for path balancing. This issue is particularly detrimental to SFQ systems due to the limited layout density of RSFQ systems.

DOI
10.1145/3649329.3658267

Related papers

RSFQ: What we know and what we don't

Stanislav V. Polonsky

Rapid Single Flux Quantum (RSFQ) Josephson-junction technology is capable of processing digital data at sub-terahertz frequencies while dissipating almost negligible power. At the present time one can routinely simulate, optimize, design, manufacture, and test an elementary RSFQ logic/memory cell consisting of dozens of Josephson junctions. Furthermore, a number of relatively complex (few hundred to few thousand Josephson junctions) digital circuits were designed and successfully tested. Moreover we know how to implement several RSFQ systems (including analog-to-digital and digital-to-analog converters, digital SQUIDs for supersensitive magnetometry, and digital autocorrelator for radioastronomy) which would far outperform their currently available and even prospective semiconductor counterparts. In order to implement more complex RSFQ systems, including high-performance digital signal processors and general purpose computers there are a number of technical problems to solve. The issues include making full use of on-chip sub-terahertz processing in conditions when inter-chip data/clock exchange speed is bound by bandwidth of the order of a few Gbps/pin. I present the current know-how of the field, and formulate the questions that need to be solved before the RSFQ technology becomes a major workhorse of high-performance computation.

IEEE International Conference on Computer Design: VLSI in Computers and Processors (ICCD)•Dec 24, 2002•2 citations

Superconductive single-flux quantum technology

Oleg A. Mukhanov

Key digital circuits for signal processing with tens of gigahertz speed and a few microwatts power dissipation have been recently demonstrated using a simple, 2 /spl mu/m linewidth process. These are the fastest digital circuits reported to date. These circuits use novel rapid single flux quantum (RSFQ) technology that takes advantage of the fundamental properties of superconductivity. In this technology, data and clock are picosecond-long quantized voltage pulses corresponding to the transfer of single magnetic flux quanta, /spl Phisub 0/=h/2e=2 mVps. These SFQ pulses are regenerated at each gate and are processed by circuits comprised of overdamped Josephson junctions interconnected via microstrip inductances. The inherent internal memory of all RSFQ gates (primarily flip-flops), combined with high switching speed, makes serial, bit-pipelined circuit design advantageous. This paper presents experiments in RSFQ digital circuits, including an N/spl times/8b serial multiplier, and on-chip test systems based on RSFQ shift registers and on SFQ samplers. They enable test and study of RSFQ circuits at full GHz speed while communicating with semiconductor electronics at low speed.>

Digest of technical papers/Digest of technical papers - IEEE International Solid-State Circuits Conference•Dec 17, 2002•8 citations

RSFQ TECHNOLOGY: CIRCUITS AND SYSTEMS

DARREN K. BROCK

Rapid Single-Flux-Quantum (RSFQ) logic is a superconductor IC technology that, with only a modest number of researchers worldwide, has produced some of the world's highest performance digital and mixed-signal circuits. This achievement is due, in part, to a constellation of characteristics that manifest themselves at the circuit level – namely, high-speed digital logic at low-power, ideal interconnects, quantum accuracy, scalability, and simplicity of fabrication. A necessary key to translating these advantages to the system-level involves understanding the I/O, synchronization, and packaging issues associated with a cryogenic technology. The objective of this paper is to review the status of current RSFQ circuit-level infrastructure components and their potential impact on system-level applications.

International Journal of High Speed Electronics and Systems•Mar 1, 2001•42 citations

Challenges and the status of superconducting single flux quantum technology

Naveen Kumar Katam, Jamil Kawa, Massoud Pedram

Design and manufacturing of superconductive electronics have been evolving over the past three decades with significant progress made in related fields. Rapid single flux quantum (RSFQ) logic circuits have become popular among superconductive logic families and its energy-efficient variants (ERSFQ and eSFQ) have shown promise as an ultra lowpower and high-speed circuit fabric. SFQ circuits have been demonstrated at tens of GHz with an energy consumption of an attojoule per gate. There are many differences between SFQ and conventional CMOS circuits. SFQ logic circuits are based on the manipulation of the quantized magnetic flux pulses. Most of the logic gates are sequential in nature requiring the clock to be distributed to every logic gate. SFQ logic gates have no gain and hence splitters are needed to drive multiple fanouts. Design and successful demonstration of a controllable superconducting switch and a compact reliable memory element have evaded researchers so far. This paper starts by describing key differences between SFQ logic and conventional CMOS and concludes by listing key challenges that must be overcome to achieve the very large scale integration of SFQ circuits and make the demonstration of a superconductive CPU a reality.

Design, Automation, and Test in Europe•Mar 1, 2019•11 citations

Single flux quantum circuit technology and CAD overview

Coenrad Johann Fourie

Single Flux Quantum (SFQ) electronic circuits originated with the advent of Rapid Single Flux Quantum (RSFQ) logic in 1985 and have since evolved to include more energy-efficient technologies such as ERSFQ and eSFQ. SFQ logic circuits, based on the manipulation of quantized flux pulses, have been demonstrated to run at clock speeds in excess of 120 GHz, and with bit-switch energy below 1 aJ. Small SFQ microprocessors have been developed, but characteristics inherent to SFQ circuits and the lack of circuit design tools have hampered the development of large SFQ systems. SFQ circuit characteristics include fan-out of one and the subsequent demand for pulse splitters, gate-level clocking, susceptibility to magnetic fields and sensitivity to intra-gate and inter-gate inductance. Superconducting interconnects propagate data pulses at the speed of light, but suffer from reflections at vias that attenuate transmitted pulses. The recently started IARPA SuperTools program aims to deliver SFQ Computer-Aided Design (CAD) tools that can enable the successful design of 64 bit RISC processors given the characteristics of SFQ circuits. A discussion on the technology of SFQ circuits and the most modern SFQ fabrication processes is presented, with a focus on the unique electronic design automation CAD requirements for the design, layout and verification of SFQ circuits.

•Nov 5, 2018•9 citations

Advancement of superconductor digital electronics

Akira Fujimaki

Advancement of superconductor digital electronics, especially Rapid Single Flux Quantum (RSFQ) logic circuit is described. Ultra short pulse of a voltage generated across a Josephson junction and release from charging/discharging process for signal transmission in RSFQ circuits enable us to reduce power consumption and gate delay. The power-delay products (PDPs) of RSFQ integrated circuits (ICs) are 4 or 5 orders of magnitude smaller than those of semiconductor ICs. The fabrication process technology and the related designing technology have been advanced, and RSFQ ICs have been applied to software-defined radio receivers, superconductor detector array systems, and supercomputers. Recently, several kinds of energy-efficient single flux quantum circuit have been proposed to obtain further advantage to semiconductor devices. The PDPs of these circuits become at least 1 order smaller than those of conventional RSFQ circuits.

IEICE Electronics Express•Jan 1, 2012•2 citations
Rapid single-flux quantum (RSFQ) is one of the most advanced cryogenic superconductive electronics technologies. With orders of magnitude smaller power dissipation, RSFQ is an attractive technology for cloud computing, aerospace electronics, and high-speed interfacing with quantum computing systems. Technological challenges however greatly complicate the realization of VLSI-complexity RSFQ systems. For example, gate-level pipelining in SFQ systems incurs a significant area overhead due to the need for path balancing. This issue is particularly detrimental to SFQ systems due to the limited layout density of RSFQ systems.
Rapid Single Flux Quantum (RSFQ) Josephson-junction technology is capable of processing digital data at sub-terahertz frequencies while dissipating almost negligible power. At the present time one can routinely simulate, optimize, design, manufacture, and test an elementary RSFQ logic/memory cell consisting of dozens of Josephson junctions. Furthermore, a number of relatively complex (few hundred to few thousand Josephson junctions) digital circuits were designed and successfully tested. Moreover we know how to implement several RSFQ systems (including analog-to-digital and digital-to-analog converters, digital SQUIDs for supersensitive magnetometry, and digital autocorrelator for radioastronomy) which would far outperform their currently available and even prospective semiconductor counterparts. In order to implement more complex RSFQ systems, including high-performance digital signal processors and general purpose computers there are a number of technical problems to solve. The issues include making full use of on-chip sub-terahertz processing in conditions when inter-chip data/clock exchange speed is bound by bandwidth of the order of a few Gbps/pin. I present the current know-how of the field, and formulate the questions that need to be solved before the RSFQ technology becomes a major workhorse of high-performance computation.
Key digital circuits for signal processing with tens of gigahertz speed and a few microwatts power dissipation have been recently demonstrated using a simple, 2 /spl mu/m linewidth process. These are the fastest digital circuits reported to date. These circuits use novel rapid single flux quantum (RSFQ) technology that takes advantage of the fundamental properties of superconductivity. In this technology, data and clock are picosecond-long quantized voltage pulses corresponding to the transfer of single magnetic flux quanta, /spl Phisub 0/=h/2e=2 mVps. These SFQ pulses are regenerated at each gate and are processed by circuits comprised of overdamped Josephson junctions interconnected via microstrip inductances. The inherent internal memory of all RSFQ gates (primarily flip-flops), combined with high switching speed, makes serial, bit-pipelined circuit design advantageous. This paper presents experiments in RSFQ digital circuits, including an N/spl times/8b serial multiplier, and on-chip test systems based on RSFQ shift registers and on SFQ samplers. They enable test and study of RSFQ circuits at full GHz speed while communicating with semiconductor electronics at low speed.>
Rapid Single-Flux-Quantum (RSFQ) logic is a superconductor IC technology that, with only a modest number of researchers worldwide, has produced some of the world's highest performance digital and mixed-signal circuits. This achievement is due, in part, to a constellation of characteristics that manifest themselves at the circuit level – namely, high-speed digital logic at low-power, ideal interconnects, quantum accuracy, scalability, and simplicity of fabrication. A necessary key to translating these advantages to the system-level involves understanding the I/O, synchronization, and packaging issues associated with a cryogenic technology. The objective of this paper is to review the status of current RSFQ circuit-level infrastructure components and their potential impact on system-level applications.
Design and manufacturing of superconductive electronics have been evolving over the past three decades with significant progress made in related fields. Rapid single flux quantum (RSFQ) logic circuits have become popular among superconductive logic families and its energy-efficient variants (ERSFQ and eSFQ) have shown promise as an ultra lowpower and high-speed circuit fabric. SFQ circuits have been demonstrated at tens of GHz with an energy consumption of an attojoule per gate. There are many differences between SFQ and conventional CMOS circuits. SFQ logic circuits are based on the manipulation of the quantized magnetic flux pulses. Most of the logic gates are sequential in nature requiring the clock to be distributed to every logic gate. SFQ logic gates have no gain and hence splitters are needed to drive multiple fanouts. Design and successful demonstration of a controllable superconducting switch and a compact reliable memory element have evaded researchers so far. This paper starts by describing key differences between SFQ logic and conventional CMOS and concludes by listing key challenges that must be overcome to achieve the very large scale integration of SFQ circuits and make the demonstration of a superconductive CPU a reality.
Single Flux Quantum (SFQ) electronic circuits originated with the advent of Rapid Single Flux Quantum (RSFQ) logic in 1985 and have since evolved to include more energy-efficient technologies such as ERSFQ and eSFQ. SFQ logic circuits, based on the manipulation of quantized flux pulses, have been demonstrated to run at clock speeds in excess of 120 GHz, and with bit-switch energy below 1 aJ. Small SFQ microprocessors have been developed, but characteristics inherent to SFQ circuits and the lack of circuit design tools have hampered the development of large SFQ systems. SFQ circuit characteristics include fan-out of one and the subsequent demand for pulse splitters, gate-level clocking, susceptibility to magnetic fields and sensitivity to intra-gate and inter-gate inductance. Superconducting interconnects propagate data pulses at the speed of light, but suffer from reflections at vias that attenuate transmitted pulses. The recently started IARPA SuperTools program aims to deliver SFQ Computer-Aided Design (CAD) tools that can enable the successful design of 64 bit RISC processors given the characteristics of SFQ circuits. A discussion on the technology of SFQ circuits and the most modern SFQ fabrication processes is presented, with a focus on the unique electronic design automation CAD requirements for the design, layout and verification of SFQ circuits.
Advancement of superconductor digital electronics, especially Rapid Single Flux Quantum (RSFQ) logic circuit is described. Ultra short pulse of a voltage generated across a Josephson junction and release from charging/discharging process for signal transmission in RSFQ circuits enable us to reduce power consumption and gate delay. The power-delay products (PDPs) of RSFQ integrated circuits (ICs) are 4 or 5 orders of magnitude smaller than those of semiconductor ICs. The fabrication process technology and the related designing technology have been advanced, and RSFQ ICs have been applied to software-defined radio receivers, superconductor detector array systems, and supercomputers. Recently, several kinds of energy-efficient single flux quantum circuit have been proposed to obtain further advantage to semiconductor devices. The PDPs of these circuits become at least 1 order smaller than those of conventional RSFQ circuits.