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IEEE Transactions on Applied Superconductivity

50 GHz Operation of RSFQ Arithmetic Logic Unit Designed Using the Advanced Design Flow and the Dual RSFQ/ERSFQ Cell Library

Amol Inamdar, Sukanya Sagarika Meher, Benjamin Chonigman, Anubhav Sahu, Jushya Ravi, Deepnarayan Gupta

Published Jan 30, 2023• 12 citations
Publisher

Abstract

Arithmetic Logic Unit (ALU) is an integral part of digital signal processing applications and computing systems. We used ALU, based on Kogge-Stone adder, as a reference circuit to experimentally validate the advanced design flow and the dual RSFQ/ERSFQ standard cell library. Using the advanced design flow, the ALU sub-blocks were optimized across multiple process corners using Monte-Carlo simulations incorporating statistical variations in the process parameters. The correct operation of ALU was verified in the digital HDL simulation using static timing analysis pre-fabrication. We designed the RSFQ 1-bit and 4-bit ALU using the standard cell library approach for MIT-LL 100 µA/µm2SFQ5ee fab node. For the ERSFQ 1-bit ALU, the bias current overhead for the feeding JTLs was designed to be 100% of the ERSFQ DUT bias current. The RSFQ 1-bit ALU, designed for low frequency functional testing, demonstrated greater than ±15% bias margins. We demonstrated successful operation of the RSFQ 4-bit ALU with greater than ±6% bias margins at 20 GHz, greater than ±5% bias margins at 40 GHz, and greater than ±4% bias margins at 50 GHz clock frequency with BER less than 10−12. The ERSFQ 1-bit ALU worked up to 30.72 GHz clock frequency with BER less than 10−12. In addition, we analyzed the model-to-hardware correlation for the INIT sub-block of the ALU. The simulations accounted for critical current density (Jc) and sheet resistance (Rs) process parameters. We noted the discrepancy in simulated and measured margins and studied that a 15% higherJcin simulations results in better model-to-hardware correlation for the INIT sub-block.

DOI
10.1109/tasc.2023.3240679

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Arithmetic Logic Unit (ALU) is an integral part of digital signal processing applications and computing systems. We used ALU, based on Kogge-Stone adder, as a reference circuit to experimentally validate the advanced design flow and the dual RSFQ/ERSFQ standard cell library. Using the advanced design flow, the ALU sub-blocks were optimized across multiple process corners using Monte-Carlo simulations incorporating statistical variations in the process parameters. The correct operation of ALU was verified in the digital HDL simulation using static timing analysis pre-fabrication. We designed the RSFQ 1-bit and 4-bit ALU using the standard cell library approach for MIT-LL 100 µA/µm2SFQ5ee fab node. For the ERSFQ 1-bit ALU, the bias current overhead for the feeding JTLs was designed to be 100% of the ERSFQ DUT bias current. The RSFQ 1-bit ALU, designed for low frequency functional testing, demonstrated greater than ±15% bias margins. We demonstrated successful operation of the RSFQ 4-bit ALU with greater than ±6% bias margins at 20 GHz, greater than ±5% bias margins at 40 GHz, and greater than ±4% bias margins at 50 GHz clock frequency with BER less than 10−12. The ERSFQ 1-bit ALU worked up to 30.72 GHz clock frequency with BER less than 10−12. In addition, we analyzed the model-to-hardware correlation for the INIT sub-block of the ALU. The simulations accounted for critical current density (Jc) and sheet resistance (Rs) process parameters. We noted the discrepancy in simulated and measured margins and studied that a 15% higherJcin simulations results in better model-to-hardware correlation for the INIT sub-block.
We have designed and tested a parallel 8-bit ERSFQ arithmetic logic unit (ALU). The ALU design employs wave-pipelined instruction execution and features modular bit-slice architecture that is easily extendable to any number of bits and adaptable to current recycling. A carry signal synchronized with an asynchronous instruction propagation provides the wave-pipeline operation of the ALU. The ALU instruction set consists of 14 arithmetical and logical instructions. It has been designed and simulated for operation up to a 10 GHz clock rate at the 10-kA/cm2fabrication process. The ALU is embedded into a shift-register-based high-frequency testbed with on-chip clock generator to allow for comprehensive high frequency testing for all possible operands. The 8-bit ERSFQ ALU, comprising 6840 Josephson junctions, has been fabricated with MIT Lincoln Lab's 10-kA/cm2SFQ5ee fabrication process featuring eight Nb wiring layers and a high-kinetic inductance layer needed for ERSFQ technology. We evaluated the bias margins for all instructions and various operands at both low and high frequency clock. At low frequency, clock and all instruction propagation through ALU were observed with bias margins of +/-11% and +/-9%, respectively. Also at low speed, the ALU exhibited correct functionality for all arithmetical and logical instructions with +/-6% bias margins. We tested the 8-bit ALU for all instructions up to 2.8 GHz clock frequency.
A 4-bit bit-slice arithmetic logic unit (ALU) for 32-bit rapid single-flux-quantum microprocessors was demonstrated. The proposed ALU covers all of the ALU operations for the MIPS32 instruction set. It processes bit-sliced 32-bit data that are divided into eight slices of 4 bits. The bit-slice approach simplifies the circuit structure and reduces the hardware cost. The ALU uses synchronous concurrent-flow clocking and consists of eight pipeline stages. It was implemented using the 1.0-μm Nb/AlOx/Nb nine-layer advanced process 2 (ADP2) with a critical current density of 10 kA/cm2, and fabricated by National Institute of Advanced Industrial Science and Technology (AIST). It consists of 3481 Josephson junctions with an area of 3.09 × 1.66 mm2. It achieved the target frequency of 50 GHz and a latency of 524 ps for a 32-bit operation, at the designed DC bias voltage of 2.5 mV, via precise control of interconnect delays and clock distribution. Furthermore, it achieved a throughput of 6.25 × 10932-bit operations per second. All the correct ALU operations with measured DC bias voltage margins of around 10% at 50 GHz were successfully obtained. The proposed ALU can be used for any 4n-bit processing.
We have constructed an RSFQ 4-bit Arithmetic Logic Unit (ALU) in a pipelined structure. An ALU is a core element of a computer processor that performs arithmetic and logic operation on the operands in computer instruction words. We have simulated the circuit by using Josephson circuit simulation tools. We used simulation tools of XIC, , and Julia. To make the circuit work faster, we used a forward clocking scheme. This required a careful design of timing between clock and data pulses in ALU. The RSFQ 1-bit block of ALU used in constructing the 4-bit ALU was consisted of three DC current driven SFQ switches and a half-adder. By commutating output ports of the half adder, we could produce AND, OR, XOR, or ADD functions. The circuit size of the 4-bit ALU when fabricated was 3 mm x 1.5 mm, fitting in a 5 mm x 5mm chip. The fabricated 4-bit ALU operated correctly at 5 GHz clock frequency. The chip was tested at the liquid-helium temperature.
We have designed and tested at high frequency an RSFQ-based Arithmetic-Logic Unit (ALU), the critical component of an 8-bit RSFQ processor datapath. The ALU design is based on a Kogge-Stone adder and employs an asynchronous wave-pipelined approach scalable for wide datapath processors. The 8-bit ALU circuit was fabricated with HYPRES’ standard 4.5 kA/cm2 process and consists of 7,950 Josephson junctions, including input and output interfaces. In this paper, we present chip design and high-speed test results for the 8-bit ALU circuit.
We report the successful operation of a low-power arithmetic logic unit (ALU) based on a low-voltage rapid single-flux-quantum (LV-RSFQ) logic circuit, whereby a dc bias current is fed to circuits from lowered constant-voltage sources through small resistors. Both the static and dynamic energy consumptions are reduced because of the reduction in the amplitudes of voltage pulses across the Josephson junctions, with a trade-off of slightly slower switching speeds. The designed bias voltage was set to 0.25mV, which is one-tenth that of our standard RSFQ circuit design. We investigated several issues related to such low-voltage operation, including margins and timing design. To achieve successful operation, we tuned the circuit parameters in the logic gate design and carefully controlled the timing by considering the interference of pulse signals. We show test results for the low-voltage ALU in on-chip high-speed testing. The circuit was fabricated using the AIST Nb/AlOx/Nb Advanced Process with a critical current density of 10kA/cm2. We verified that arithmetic and logical operations were correctly implemented and obtained dc bias margins of 18% at a target clock frequency of 20GHz and achieved a maximum clock frequency of 28GHz with a power consumption of 28µW. These experimental results indicate energy efficiency of 3.6 times that of the standard RSFQ circuit design.
We have designed and demonstrated an arithmetic logic unit (ALU) based on rapid single-flux-quantum (RSFQ) technology. The ALU has been developed toward demonstration of high-performance information processing using a general purpose microprocessor CORE e4. The target operation frequency of the ALU is 50 GHz. In this paper, we present the design and high- speed functionality test results of the ALU. The ALU can execute 10 instructions. We aimed at high frequency operation with precise timing design using logic gates synchronized to the clock signal. The ALU contains 1555 Josephson junctions (JJs) and occupies a circuit area of 0.53mm2. We have demonstrated the correct operation of the ALU using on-chip high-speed test. The estimated maximum operating frequency based on measurement results is 80 GHz.