The adiabatic quantum-flux-parametron (AQFP) and rapid single flux quantum (RSFQ) logic families both provide distinct advantages for data processing using superconductor electronics. The development of next-generation AQFP-RSFQ hybrid logic circuits provides the opportunity to combine the benefits of both of these logic families. Adopting a standard track routing architecture for both AQFP and RSFQ layouts provides a unified framework for physical layout synthesis. We demonstrate a standard track routing architecture developed under the ColdFlux project and its implementation within AQFP. An additional advantage of the standard track routing architecture is that it provides a systematic way to overcome metal density requirements for modern-day fabrication processes. It also provides a methodical approach towards strategic moat placement for protection against unwanted flux trapping. Implementations of passive transmission line (PTL) connections and their physical placement for hybrid AQFP-RSFQ circuits are discussed. Several AQFP layouts for the ColdFlux project are redesigned to adopt the standard track routing architecture. Experimental simulation of moat performance is also presented.
The adiabatic quantum-flux-parametron (AQFP) and rapid single flux quantum (RSFQ) logic families both provide distinct advantages for data processing using superconductor electronics. The development of next-generation AQFP-RSFQ hybrid logic circuits provides the opportunity to combine the benefits of both of these logic families. Adopting a standard track routing architecture for both AQFP and RSFQ layouts provides a unified framework for physical layout synthesis. We demonstrate a standard track routing architecture developed under the ColdFlux project and its implementation within AQFP. An additional advantage of the standard track routing architecture is that it provides a systematic way to overcome metal density requirements for modern-day fabrication processes. It also provides a methodical approach towards strategic moat placement for protection against unwanted flux trapping. Implementations of passive transmission line (PTL) connections and their physical placement for hybrid AQFP-RSFQ circuits are discussed. Several AQFP layouts for the ColdFlux project are redesigned to adopt the standard track routing architecture. Experimental simulation of moat performance is also presented.
Josephson junction-based superconducting logic families have been proposed to implement analog and digital signals, which can achieve low energy dissipation and ultra-fast switching speed. There are two representative technologies: DC-biased RSFQ (rapid single flux quantum) technology and its variants that achieve a verified speed of 370 Ghz, and AC-biased AQFP (adiabatic quantum-flux-parametron) that achieves an energy dissipation near quantum limits. Despite extraordinary characteristics of the superconducting logic families, many technical challenges remain, including the choice of circuit fabrics and architectures that utilize the SFQ technology and the development of effective design automation methodologies and tools. This paper presents our work on developing design flows and tools for DC- and AC-biased SFQ circuits, leveraging unique characteristics and design requirements of the SFQ logic families. More precisely, physical design algorithms, including placement, clock tree routing, and signal routing algorithms targeting RSFQ circuits are presented first. Next, a majority/minority gate-based automatic synthesis framework targeting AQFP logic circuits is described. Finally, experimental results to demonstrate the efficacy of the proposed framework and tools are presented.
Each superconductor logic family has distinct features and advantages. For instance, adiabatic quantum-flux-parametron (AQFP) circuits operate with very high energy efficiency, and rapid single-flux-quantum (RSFQ) circuits operate at very high clock frequencies. To build a hybrid system that combines the above advantages, we propose a compact interface between AQFP and RSFQ circuits that converts current signals in AQFP logic into flux signals in RSFQ logic using a non-adiabatic quantum-flux-parametron gate. Compared to a previously proposed AQFP/RSFQ interface, the proposed interface has far fewer Josephson junctions (4 vs. 11). We optimize the circuit parameters of the AQFP/RSFQ interface and demonstrate the interface at low speed as proof of concept. Furthermore, we demonstrate data propagation between AQFP circuits along a long passive transmission line via the AQFP/RSFQ interface at low speed to show that the AQFP/RSFQ interface can alleviate the interconnect length limit in AQFP circuits.
Various superconductor logic families have been proposed to build energy-efficient digital systems. Each logic family has its respective advantages and disadvantages, so in some systems, it is crucial to combine different superconductor logic families. We previously developed adiabatic quantum-flux-parametron (AQFP)/rapid single-flux-quantum (RSFQ) hybrid systems, such as a readout circuit for superconducting photon detectors and a flux-bias circuit for superconducting quantum bits. To facilitate the design of AQFP/RSFQ hybrid systems, here we propose a self-resetting RSFQ-to-AQFP (SR-R2A) interface as a compact signal converter from RSFQ logic into AQFP logic. The SR-R2A interface comprises an RSFQ latch and an AQFP comparator, where the AQFP comparator detects the flux state of the RSFQ latch. A previously proposed RSFQ-to-AQFP (R2A) interface requires single-flux-quantum clock signals to reset the flux state of the RSFQ part in the R2A interface, whereas the SR-R2A interface does not require such signals because the excitation current for the AQFP part also resets the flux state of the RSFQ latch. This feature allows the SR-R2A to be incorporated into AQFP/RSFQ hybrid systems without hardware overhead. We demonstrate an SR-R2A interface chip, fabricated with the AIST 10-kA/cm2Nb high-speed standard process, at 4.2 K in liquid helium. The experimental results indicate reasonably wide operating margins for the excitation currents and bias voltage for the SR-R2A interface.
Josephson Junction (JJ) based superconductor logic families have been proposed and implemented to process analog and digital signals [1] for its low energy dissipation and ultrafast switching speed. Thanks to its construction of resistance-less wires and ultrafast switches, it can operate at clock frequencies of several tens of gigahertz and even hundreds of thousands of times as energy efficient as its CMOS counterparts. It has been perceived to be an important candidate to replace stateof-the-art CMOS due to the superior potential in operation speed and energy efficiency, as recognized by the U.S. IARPA C3 and SuperTools Programs and Japan MEXT-JSPS Project. The design and fabrication of superconducting circuits have already been established [2]-[4]. In addition, a prototype superconducting microprocessor "Core 1" has been demonstrated in 2004 [3], which is able to execute instructions at a high clock frequency of several tens of gigahertz, and with extremely low-power dissipation. These achievements make superconducting electronics highly promising for future high-performance computing applications. As one of the most matured superconducting technology, the Rapid-Single-Flux-Quantum (RSFQ) technology is proposed by K. Likharev, O. Mukhanoc, V. Semenov in 1985 [1]. Despite its capability to be operated at an ultra-high speed of hundreds of GHz while maintaining extremely low switching energy (10^-19 J), it suffers from an increasing static power due to on-chip resistors that are required for constant DC bias supply for the main RSFQ circuit. Numerous methods have been proposed to resolve the static power dissipation problem of RSFQ, including low-voltage RSFQ (LV-RSFQ) [5], reciprocal quantum logic (RQL) [6], LRbiased RSFQ [7] and energy-efficient single-flux quantum (eSFQ) [8]. The Adiabatic Quantum-Flux-Parametron (AQFP) technology, on the other hand, uses AC bias/excitation currents as both multiphase clock signal and power supply [9] to mitigate the power consumption overhead of DC bias while operating at a frequency of few GHz. Consequently, AQFP is remarkably energy efficient compared to RSFQ, albeit operating at a lower frequency. The energy-delay-product (EDP) of the AQFP circuits fabricated using processes such as the AIST standard process 2 (STP2) and the MIT-LL SFQ process [10], [11], is at least 200 times smaller than those of the other energy-efficient superconductor logics and is only three orders of magnitude larger than the quantum limit [9]. Physical testing results of an AQFP 8-bit carry-look-ahead adder and large scale circuits consisting up-to 10,000 AQFP logic gates have demonstrated the AQFP being a promising technology that is robust against circuit parameter variations [12]. Despite the high application potential of AQFP in VLSI circuits, a systematic, automatic synthesis framework for AQFP is imminent. There are two features of AQFP that restrict conventional CMOS synthesis methods being directly applied on AQFP. In spite of And-Or-Inverter(AOI) based representation, which conventional CMOS circuits highly relies on, AQFP circuits prefer majority gates. In fact, its two inputs AND and OR gates are also built with three inputs majority gate with one input being constant. In addition, given its clock-synchronized data propagation nature, AQFP technology requires all inputs to any gate having equal delay. In order to meet this balanced timing requirement, splitters and buffers need to be inserted to the circuit. As a matter of fact, some circuit size can be doubled even with optimum amount of buffers and splitters inserted. The buffer and splitter insertion method can have a huge impact on the overall resource consumption. As the design complexity increases, an unoptimized buffer and splitter insertion method could result in huge amount of unnecessary buffers and splitters added. In addition to a complete synthesis framework, an Integrated Development Environment (IDE) for AQFP design is also lacking. It is imminent to have an IDE for AQFP integrating tools that offer schematic and layout editor, simulation and analysis for better and more efficient AQFP design flow. In this paper, we propose a complete design tool for AQFP design including an Integrated Development Environment (IDE), a complete majority based synthesis framework and a buffer and splitter insertion framework. we propose a majority gates synthesis framework for AQFP circuits that is capable of converting any AOI netlist to its corresponding MAJ netlist by mapping all feasible three-input sub-netlists to corresponding MAJ based implementations. In addition, we also propose an automated buffer and splitter insertion method that is capable of adding the optimum amount of buffers and splitters to any given gate-level netlist. The proposed method can find the minimum amount of buffers and splitters to inserted to achieve equal delay with any library limitation on the size of splitters. Experimental results suggest that the proposed methods can deliver very optimized results. The majority conversion tool can reduce circuit size by an average of 16:47% and delay by 30:21% in average. The buffer and splitter insertion tool only introduces an average of 14:24% overhead in size and 4:70% delay with splitter fanout size limited to 4 compared to an unachievable ideal results with no limitations on splitter fan-out size. Overall, the balanced design in majority gates can be reduced by 23:85% and 29:54% in size and delay compared to its AND/OR/Inverter implemented counterpart.
The ColdFlux project, within the IARPA SuperTools program, aims to develop an open-source EDA tool suite for superconductor circuits, with focus on Rapid single flux quantum (RSFQ) and Adiabatic quantum-flux-parametron (AQFP) logic. The functionality of the ColdFlux tool suite is validated through the development of ready-to-use cell libraries. The process of establishing the open-source ColdFlux RSFQ cell library is documented, along with the set of EDA tools developed within the project required for each step. This includes the initial cell design using phase-based equations, circuit simulation, operating margin analysis, and cell parameter optimization. The row-based layout architecture for the RSFQ cell library is also presented. Several of the designed RSFQ cells are placed within test circuits and fabricated through the MIT-LL SFQ5ee fabrication process. We present the measured results for these test circuits and discuss design efficiency, potential improvements, and future work.
Abstract Superconductor logic families can operate with small power dissipation and are thus suitable as building blocks for various computing systems. In some applications, superconductor logic circuits should be designed using Josephson junctions with low I c values ( I c : critical current). For instance, lowering I c values enables qubit interface circuits to operate with very small power dissipation at ~10 mK and stochastic electronics to easily induce stochastic operations. In this study, we develop the AIST 1 kA cm −2 Nb planarized process (1KP) with a minimum critical current of 10 µA, dedicated to the design of qubit interface circuits and stochastic electronics. We also develop rapid single-flux-quantum (RSFQ) and adiabatic quantum-flux-parametron (AQFP) cell libraries using the 1KP. The power dissipation of RSFQ logic using the 1KP can be reduced to 3.2% of that for conventional RSFQ logic by reducing both I c values and a bias voltage. Furthermore, the amount of supply currents for AQFP circuits using the 1KP can be reduced to ~40% of that for conventional AQFP circuits due to a large mutual inductance between AQFP gates and excitation lines, which results from a reduction in I c and an increase in inductances. We demonstrate RSFQ and AQFP circuits fabricated by the 1KP at 4.2 K. These results indicate that RSFQ and AQFP circuits using the 1KP have the potential to be used for the design of qubit interface circuits and stochastic electronics.