Low-Cost Superconducting Fan-Out with Cell I Ranking
arXiv:2206.07817 · doi:10.1109/TASC.2023.3256797
Abstract
Superconductor electronics (SCE) promise computer systems with orders of magnitude higher speeds and lower energy consumption than their complementary metal-oxide semiconductor (CMOS) counterparts. At the same time, the scalability and resource utilization of superconducting systems are major concerns. Some of these concerns come from device-level challenges and the gap between SCE and CMOS technology nodes, and others come from the way Josephson Junctions (JJs) are used. Towards this end, we notice that a considerable fraction of hardware resources are not involved in logic operations, but rather are used for fan-out and buffering purposes. In this paper, we ask if there is a way to reduce these overheads, propose the use of JJs at the cell boundaries to increase the number of outputs that a single stage can drive, and establish a set of rules to discretize critical currents in a way that is conducive to this assignment. Finally, we explore the design trade-offs that the presented approach opens up and demonstrate its promise through detailed analog simulations and modeling analyses. Our experiments indicate that the introduced method leads to a 48% savings in the JJ count for a tree with a fan-out of 1024, as well as an average of 43% of the JJ count for signal splitting and 32% for clock splitting in ISCAS'85 benchmarks.
arXiv comment12 pages, 20 figures, accepted at IEEE TAS
References in corpus (8)
- Superconductor Digital Electronics: Scalability and Energy Efficiency Issues
- Fabrication Process and Properties of Fully-Planarized Deep-Submicron Nb/Al-AlOx/Nb Josephson Junctions for VLSI Circuits
- Implementation of Energy Efficient Single Flux Quantum (eSFQ) Digital Circuits with sub-aJ/bit Operation
- Properties of Unshunted and Resistively Shunted Nb/AlOx-Al/Nb Josephson Junctions With Critical Current Densities from 0.1 mA/μm^2 to 1 mA/μm^2
- Superconductor Electronics Fabrication Process with MoN Kinetic Inductors and Self-Shunted Josephson Junctions
- Fan-out and Fan-in properties of superconducting neuromorphic circuits
- SMART: A Heterogeneous Scratchpad Memory Architecture for Superconductor SFQ-based Systolic CNN Accelerators
- Josephson penetration depth in coplanar junctions based on 2D materials