Bridging AQFP Technology Legalization and Physical Design: Layout-Aware Buffer and Splitter Insertion via Width--Depth Product Minimization

📅 2026-07-26
📈 Citations: 0
Influential: 0
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🤖 AI Summary
This work addresses the legalization of Adiabatic Quantum-Flux-Parametron (AQFP) circuits, which requires inserting buffers and splitters due to gate-level pipelining and explicit fanout constraints. Conventional approaches suffer from a misalignment between optimization objectives and physical design costs. To bridge this gap, we formulate the problem for the first time as minimizing the circuit width–depth product—a metric more closely correlated with actual layout area—and prove it to be NP-complete. We propose a placement-aware heuristic algorithm that jointly optimizes legalization and physical constraints. Experimental results on benchmark circuits demonstrate that our method reduces post-placement area by 30% on average (up to 61%) with only a ~3% increase in Josephson junction count, establishing a new paradigm for AQFP physical design.
📝 Abstract
Adiabatic Quantum Flux Parametron (AQFP) is an emerging superconducting technology that enables ultra-low energy dissipation approaching the Shannon limit. However, its gate-level pipelining and explicit fanout constraints require technology legalization through buffer and splitter insertion to ensure path balancing and signal distribution, becoming a critical and costly step in the design flow. Prior work has focused on minimizing inserted cell count and logic depth, yet these objectives do not accurately capture the final physical design cost, which is fundamentally governed by the product of circuit width and depth. In this article, we redefine AQFP buffer and splitter insertion optimization as minimizing the circuit width--depth product, a layout-aware metric that more accurately captures physical design area than prior cell minimization efforts. We are the first to formulate buffer and splitter insertion under this objective and prove that the resulting problem is NP-complete. To address this complexity, we develop scalable heuristics that integrates legalization with this objective. Experimental results on standard benchmarks demonstrate that our approach achieves an average 30% reduction in post-placement area compared to state-of-the-art methods, with only a 3% increase in junction count, and on individual circuits up to 61% area reduction, demonstrating the effectiveness of the proposed objective in reducing true design cost.
Problem

Research questions and friction points this paper is trying to address.

AQFP
buffer insertion
splitter insertion
width-depth product
physical design
Innovation

Methods, ideas, or system contributions that make the work stand out.

AQFP
width-depth product
layout-aware optimization
buffer insertion
NP-complete
R
Robert S. Aviles
Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA 90007 USA
Z
Ziyu Liu
Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA 90007 USA
M
Madhav Danturthi
Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA 90007 USA
P
Peter A. Beerel
Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA 90007 USA