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IEICE Technical Report; IEICE Tech. Rep.

High-Throughput Gate-Level-Pipelined SFQ Multipliers

Ikki Nagaoka, Masamitsu Tanaka, Kyosuke Sano, Taro Yamashita, Koji Inoue, Akira Fujimaki

Published Jan 9, 2020• 0 citations
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IEEE Transactions on Applied Superconductivity•Apr 8, 2021•16 citations
A multiplier based on superconductor single-flux-quantum (SFQ) logic is demonstrated up to 48GHz with the measured power consumption of 5.6 mW. The multiplier performs 8 × 8-bit signed multiplication every clock cycle. The design is based on a bit-parallel, gate-level-pipelined structure that exploits ultimately high-throughput performance of SFQ logic. The test chip fabricated using a 1.0-μm, 9-layer process consists of 20,251 Nb/AlOx/Nb Josephson junctions (JJs). The correctness of operation is verified by on-chip high-speed testing.
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.