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Chinese Physics B

Implementation of an 8-bit bit-slice AES S-box with rapid single flux quantum circuits

Ruoting Yang, Xin-Yi Xue, Shucheng Yang, Xiaoping Gao, Jie Ren, Wei Yan, Zhen Wang

Published May 18, 2022• 2 citations
Publisher

Abstract

Rapid single flux quantum (RSFQ) circuits are a kind of superconducting digital circuits, having properties of a natural gate-level pipelining synchronous sequential circuit, which demonstrates high energy efficiency and high throughput advantage. We find that the high-throughput and high-speed performance of RSFQ circuits can take the advantage of a hardware implementation of the encryption algorithm, whereas these are rarely applied to this field. Among the available encryption algorithms, the advanced encryption standard (AES) algorithm is an advanced encryption standard algorithm. It is currently the most widely used symmetric cryptography algorithm. In this work, we aim to demonstrate the SubByte operation of an AES-128 algorithm using RSFQ circuits based on the SIMIT Nb03 process. We design an AES S-box circuit in the RSFQ logic, and compare its operational frequency, power dissipation, and throughput with those of the CMOS-based circuit post-simulated in the same structure. The complete RSFQ S-box circuit costs a total of 42237 Josephson junctions with nearly 130 Gbps throughput under the maximum simulated frequency of 16.28 GHz. Our analysis shows that the frequency and throughput of the RSFQ-based S-box are about four times higher than those of the CMOS-based S-box. Further, we design and fabricate a few typical modules of the S-box. Subsequent measurements demonstrate the correct functioning of the modules in both low and high frequencies up to 28.8 GHz.

DOI
10.1088/1674-1056/ac70b9

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Rapid single flux quantum (RSFQ) circuits are a kind of superconducting digital circuits, having properties of a natural gate-level pipelining synchronous sequential circuit, which demonstrates high energy efficiency and high throughput advantage. We find that the high-throughput and high-speed performance of RSFQ circuits can take the advantage of a hardware implementation of the encryption algorithm, whereas these are rarely applied to this field. Among the available encryption algorithms, the advanced encryption standard (AES) algorithm is an advanced encryption standard algorithm. It is currently the most widely used symmetric cryptography algorithm. In this work, we aim to demonstrate the SubByte operation of an AES-128 algorithm using RSFQ circuits based on the SIMIT Nb03 process. We design an AES S-box circuit in the RSFQ logic, and compare its operational frequency, power dissipation, and throughput with those of the CMOS-based circuit post-simulated in the same structure. The complete RSFQ S-box circuit costs a total of 42237 Josephson junctions with nearly 130 Gbps throughput under the maximum simulated frequency of 16.28 GHz. Our analysis shows that the frequency and throughput of the RSFQ-based S-box are about four times higher than those of the CMOS-based S-box. Further, we design and fabricate a few typical modules of the S-box. Subsequent measurements demonstrate the correct functioning of the modules in both low and high frequencies up to 28.8 GHz.
A 128-b rapid single-flux-quantum (RSFQ) Advanced Encryption Standard (AES) encryption accelerator based on bit-slice architecture is proposed for the first time. Unlike the traditional methods, the method of looking up only one 256-B table to complete the entire AES round function is proposed. The proposed method can reduce nearly 50% of the hardware cost compared to the traditional method. The simple lookup table, shift, and xor operations are used in the proposed accelerator where one 256-B table needs to be stored for lookup table operations. The RSFQ logic circuits of the proposed accelerator are designed and simulated at the logic level. It consists of 136 558 JJs based on the Open Dataset of CONNECT Cell Library for AIST ADP2. The simulation results show the proposed accelerator works correctly.
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) 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.
Superconducting digital technology based on Rapid Single Flux Quantum logic (RSFQ) is a digital technology characterized by high speed, low power consumption and low operational temperatures. RSFQ is attractive for many applications and in particular for high frequency Digital Signal Processing (DSP) and for digital control of mK devices like superconducting qubits. Due to the 30 GHz clock speed, RSFQ DSP could be used to implement a Successive Interference Canceller for multi-user detection in a 3G wireless systems. The being developed DSP consists of a digital core, an RSFQ Multiply Accumulate unit (MAC), RSFQ fast cache memory and external semiconductor memory.The first part of this thesis is focusing on architecture and implementation of the hierarchical CMOS-RSFQ hybrid memory for the RSFQ DSP. The architecture ofthe RSFQ cache is optimized in order to reach the highest speed and reliable data communication with CMOS memory. Aspects of block synchronization betweenthe RSFQ cache and the RSFQ digital core are discussed and solved using a new developed RSFQ gate, C3. For design of different components of the DSP, a designapproach based on validated VHDL models is proposed and experimentally verified.The second part of this thesis is focusing on the design oflow-dissipative RSFQ circuits for interface to the superconducting qubits. Power dissipation ofRSFQ circuits is minimized. A low-temperature thermal model of resistively shunted Josephsonjunctions is developed and applied to optimize the shape of the shunt resistors in order to reduce their electron temperature. Depending on the available fabricationprocess the lowest noise temperature of RSFQ circuit can be in the range from 90 mK to 180 mK.
Superconductive Rapid Single Flux Quantum (RSFQ) logic and memory, in which ones and zeros are represented by the presence or absence within a timing window of quantized picosecond voltage pulse (/spl int/v(t)dt=h/2e=2.07 mV/spl middot/ps), corresponding to one SFQ, can be integrated into a digital computing system with an operating rate of several tens of GHz, based on the present Nb Josephson junction integrated circuit technology. It is the most promising technology beyond semiconductor transistors for low-power high-end computation. However, as the operating speed of circuits and systems increase, timing uncertainty from fabrication process variations makes global synchronization very hard. In this paper, we present a globally asynchronous, locally synchronous timing methodology for RSFQ digital design, which can solve the global synchronization problem. We also demonstrate the recent experimental results of some asynchronous circuits and systems implemented in RSFQ technology. Several key components such as a self-timed shift register, a self-timed demultiplexor, a Muller-C element, a completion detector, and a clock generator have been designed and tested. High speed operation has been confirmed up to 20 Gb/s for a prototype data buffer system, which consists two self-timed shift registers and an on-chip 5-38 GHz clock generator.
A high-throughput 4$\boldsymbol{\times }4−bitmultiplierwasdemonstratedusinganextremelycarefultimingdesignforlow−voltagerapidsingle−flux−quantum(LV−RSFQ)logic.Thedesignconsidersthelengthsofallwires,biasdependencyofthedelays,andloaddependencyofthesignalsplitters.ThekeyistointentionallyusebothJosephsontransmissionlinesandpassivetransmissionlinesforgate−to−gatewiring,evenovershortdistances,toformthesamestructurewiringastheclocklines.Thestructureofthemultiplierisbasedonabit−parallel,gate−levelpipelinetoexploitthroughput.ThetestchipwasfabricatedusingtheAIST10−kA/cm4-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/cm4−bitmultiplierwasdemonstratedusinganextremelycarefultimingdesignforlow−voltagerapidsingle−flux−quantum(LV−RSFQ)logic.Thedesignconsidersthelengthsofallwires,biasdependencyofthedelays,andloaddependencyofthesignalsplitters.ThekeyistointentionallyusebothJosephsontransmissionlinesandpassivetransmissionlinesforgate−to−gatewiring,evenovershortdistances,toformthesamestructurewiringastheclocklines.Thestructureofthemultiplierisbasedonabit−parallel,gate−levelpipelinetoexploitthroughput.ThetestchipwasfabricatedusingtheAIST10−kA/cm\boldsymbol{^2},Nb/AlOx/Nb,9−Nb−layerAdvancedProcess2.Themeasuredmaximumoperatingfrequency,throughput,andpowerconsumptionwithoutcoolingcostinthehigh−speedon−chiptestwere52GHz,52G−operationspersecond(GOPS),and134, 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,Nb/AlOx/Nb,9−Nb−layerAdvancedProcess2.Themeasuredmaximumoperatingfrequency,throughput,andpowerconsumptionwithoutcoolingcostinthehigh−speedon−chiptestwere52GHz,52G−operationspersecond(GOPS),and134\boldsymbol{\mu }W,respectively.AlthoughtheswitchingspeedoftheJosephsonjunctionswasreducedby40W, respectively. Although the switching speed of the Josephson junctions was reduced by 40W,respectively.AlthoughtheswitchingspeedoftheJosephsonjunctionswasreducedby40\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.