Skip to main content

Sung-Hyung Kang

Pohang University of Science and Technology · Engineering

About the Lab

Professor Sung-Hyung Kang's research lab specializes in low-power and energy-efficient VLSI design, with a focus on approximate computing, ternary logic circuits, and voltage scaling techniques for modern processor architectures. The lab explores innovative circuit-level and design-level methodologies to optimize the tradeoff between performance, power, and accuracy, particularly through configurable approximate arithmetic, CNTFET-based ternary logic, and power-aware slack redistribution. Their work bridges the gap between theoretical optimization and practical implementation, targeting next-generation energy-efficient integrated circuits.

approximate computinglow-power designvoltage scalingternary logiccircuit optimization

Research Overview

Papers
165
Total Citations
2,057
Papers (5y)
69
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
69total
2022
2023
2024
2025
2026
Citations per year (5y)
365total
20222023202420252026

Selected Papers

15
1
Article|428 citations·2012
Accuracy-configurable adder for approximate arithmetic designs
Andrew B. Kahng, Seokhyeong Kang

Approximation can increase performance or reduce power consumption with a simplified or inaccurate circuit in application contexts where strict requirements are relaxed. For applications related to human senses, approximate arithmetic can be used to generate sufficient results rather than absolutely accurate results. Approximate design exploits a tradeoff of accuracy in computation versus performance and power. However, required accuracy varies according to applications, and 100% accurate result

Electrical and Electronic EngineeringEngineering
2
Article|135 citations·2020
A Logic Synthesis Methodology for Low-Power Ternary Logic Circuits
Sunmean Kim, Sung-Yun Lee, Sunghye Park, Kyung Rok Kim, Seokhyeong Kang
SJR Q1IEEE Transactions on Circuits and Systems I Regular Papers

We propose a logic synthesis methodology with a novel low-power circuit structure for ternary logic. The proposed methodology synthesizes a ternary function as a ternary logic gate using carbon nanotube field-effect transistors (CNTFETs). The circuit structure uses the body effect to mitigate the excessive power consumption for the third logic value. Energy-efficient ternary logic circuits are designed with a combination of synthesized low-power ternary logic gates. The proposed methodology is a

Electrical and Electronic EngineeringEngineering
3
Article|88 citations·2010
Designing a processor from the ground up to allow voltage/reliability tradeoffs
Andrew B. Kahng, Seokhyeong Kang, Rakesh Kumar, John Sartori

Current processor designs have a critical operating point that sets a hard limit on voltage scaling. Any scaling beyond the critical voltage results in exceeding the maximum allowable error rate, i.e., there are more timing errors than can be effectively and gainfully detected or corrected by an error-tolerance mechanism. This limits the effectiveness of voltage scaling as a knob for reliability/power tradeoffs. In this paper, we present power-aware slack redistribution, a novel design-level app

Hardware and ArchitectureComputer Science
4
Article|67 citations·2010
Slack redistribution for graceful degradation under voltage overscaling
Andrew B. Kahng, Seokhyeong Kang, Rakesh Kumar, John Sartori

Modern digital IC designs have a critical operating point, or “wall of slack”, that limits voltage scaling. Even with an error-tolerance mechanism, scaling voltage below a critical voltage - so-called overscaling - results in more timing errors than can be effectively detected or corrected. This limits the effectiveness of voltage scaling in trading off system reliability and power. We propose a design-level approach to trading off reliability and voltage (power) in, e.g., microprocessor designs

Electrical and Electronic EngineeringEngineering
5
Article|66 citations·2012
Sensitivity-guided metaheuristics for accurate discrete gate sizing
Jin Hu, Andrew B. Kahng, Seokhyeong Kang, Myungchul Kim, Igor L. Markov

The well-studied gate-sizing optimization is a major contributor to IC power-performance tradeoffs. Viable optimizers must accurately model circuit timing, satisfy a variety of constraints, scale to large circuits, and effectively utilize a large (but finite) number of possible gate configurations, including Vt and Lg. Within the research-oriented infrastructure used in the ISPD 2012 Gate Sizing Contest, we develop a metaheuristic approach to gate sizing that integrates timing and power optimiza

Electrical and Electronic EngineeringEngineering
6
Article|59 citations·2013
Statistical analysis and modeling for error composition in approximate computation circuits
Wei-Ting Jonas Chan, Andrew B. Kahng, Seokhyeong Kang, Rakesh Kumar, John Sartori

Aggressive requirements for low power and high performance in VLSI designs have led to increased interest in approximate computation. Approximate hardware modules can achieve improved energy efficiency compared to accurate hardware modules. While a number of previous works have proposed hardware modules for approximate arithmetic, these works focus on solitary approximate arithmetic operations. To utilize the benefit of approximate hardware modules, CAD tools should be able to quickly and accura

Electrical and Electronic EngineeringEngineering
7
Article|57 citations·2018
Ternary Full Adder Using Multi-Threshold Voltage Graphene Barristors
Sunwoo Heo, Sunmean Kim, Kiyung Kim, Hyeji Lee, Soyoung Kim, Yun Ji Kim, Seung Mo Kim, Ho‐In Lee, Segi Lee, Kyung Rok Kim, Seokhyeong Kang, Byoung Hun Lee
SJR Q1IEEE Electron Device LettersOA

Ternary logic circuit has been studied for several decades because it can provide simpler circuits and subsequently lower power consumption via succinct interconnects. We demonstrated a ternary full adder exhibiting a low power-delay-product of ~10 <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">-16</sup> J, which is comparable to the binary equivalent circuit. The ternary full adder was modeled using device parameters extracted from the experimenta

Materials ChemistryMaterials Science
8
Article|56 citations·2013
Learning-based approximation of interconnect delay and slew in signoff timing tools
Andrew B. Kahng, Seokhyeong Kang, Hyein Lee, Siddhartha Nath, Jyoti Wadhwani

Incremental static timing analysis (iSTA) is the backbone of iterative sizing and Vt-swapping heuristics for post-layout timing recovery and leakage power reduction. Performing such analysis through available interfaces of a signoff STA tool brings efficiency and functionality limitations. Thus, an internal iSTA tool must be built that matches the signoff STA tool. A key challenge is the matching of “black-box” modeling of interconnect effects in the signoff tool, so as to match wire slew, wire

Electrical and Electronic EngineeringEngineering
9
Article|48 citations·2018
An optimal gate design for the synthesis of ternary logic circuits
Sunmean Kim, Taeho Lim, Seokhyeong Kang
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC)

Over the last few decades, CMOS-based digital circuits have been steadily developed. However, because of the power density limits, device scaling may soon come to an end, and new approaches for circuit designs are required. Multi-valued logic (MVL) is one of the new approaches, which increases the radix for computation to lower the complexity of the circuit. For the MVL implementation, ternary logic circuit designs have been proposed previously, though they could not show advantages over binary

Electrical and Electronic EngineeringEngineering
10
Article|44 citations·2010
Slack redistribution for graceful degradation under voltage overscaling
Andrew B. Kahng, Seokhyeong Kang, Rakesh Kumar, John Sartori
OA

This DOI is not currently attached to any metadata records. DOIs can’t actually ever be deleted (they’re persistent), but sometimes our members create DOIs in error. We do have a process to approximate deletion which we follow only in rare cases where the DOI has been genuinely created in error, and most crucially, if the DOI has never been published anywhere online or in print and never otherwise distributed to or communicated with anyone (authors, readers, reviewers, etc.

Electrical and Electronic EngineeringEngineering
11
Article|43 citations·2010
Recovery-driven design
Andrew B. Kahng, Seokhyeong Kang, Rakesh Kumar, John Sartori

Conventional CAD methodologies optimize a processor module for correct operation, and prohibit timing violations during nominal operation. In this paper, we propose recovery-driven design, a design approach that optimizes a processor module for a target timing error rate instead of correct operation. We show that significant power benefits are possible from a recovery-driven design flow that deliberately allows errors caused by voltage overscaling ([10],[3]) to occur during nominal operation, wh

Electrical and Electronic EngineeringEngineering
12
Article|41 citations·2012
Enhancing the Efficiency of Energy-Constrained DVFS Designs
Andrew B. Kahng, Seokhyeong Kang, Rakesh Kumar, John Sartori
SJR Q2IEEE Transactions on Very Large Scale Integration (VLSI) Systems

The proliferation of embedded systems and mobile devices has created an increasing demand for low-energy hardware. Dynamic voltage and frequency scaling (DVFS) is a popular energy reduction technique that allows a hardware design to reduce average power consumption while still enabling the design to meet a high-performance target when necessary. To conserve energy, many DVFS-based embedded and mobile devices often spend a large fraction of their lifetimes in a low-power mode. However, DVFS desig

Hardware and ArchitectureComputer Science
13
Article|41 citations·2022
A 40-nm Cryo-CMOS Quantum Controller IC for Superconducting Qubit
Kiseo Kang, Donggyu Minn, Seongun Bae, Jaeho Lee, Seokhyeong Kang, Moonjoo Lee, Ho-Jin Song, Jae‐Yoon Sim
SJR Q1IEEE Journal of Solid-State CircuitsOA

This article presents a cryo-CMOS quantum controller IC for superconducting qubits. The proposed globally synchronized clock system internally generates different local oscillator (LO) frequencies using multiple phase-locked loops (PLLs) driven by a common reference clock. It provides flexibility in spectral management as well as scalability for expansion to a large-scale quantum controller. The test chip includes two PLLs, four pulse modulator channels, and two receiver channels. Implemented ch

Electrical and Electronic EngineeringEngineering
14
Article|39 citations·2022
A Cryo-CMOS Controller IC With Fully Integrated Frequency Generators for Superconducting Qubits
Kiseo Kang, Donggyu Minn, Seunghun Bae, Jae‐Ho Lee, Seongun Bae, Gichang Jung, Seokhyeong Kang, Moonjoo Lee, Ho-Jin Song, Jae‐Yoon Sim
2022 IEEE International Solid- State Circuits Conference (ISSCC)

Extensive research on quantum mechanics in past decades has successfully paved the way towards the disruptive technology of quantum computing. A further step to the realization of a fault-tolerant scalable quantum computer is presenting challenges in the field of engineering. It necessitates a microsystem operating at 4K in a dilution refrigerator, which would be inevitable to control thousands or millions of qubits sitting at 10mK. There have been IC implementations of pulse modulators generati

Atomic and Molecular Physics, and OpticsPhysics and Astronomy
15
Article|33 citations·2017
A Novel Ternary Multiplier Based on Ternary CMOS Compact Model
Yesung Kang, Jae-Woo Kim, Sunmin Kim, Sunhae Shin, Esan Jang, Jae Won Jeong, Kyung Rok Kim, Seokhyeong Kang

Multiple-valued logic (MVL) has potential advantages for energy-efficient design by reducing a circuit complexity. Because of physical device and circuit realization issues, however, there are relatively small number of researches on MVL circuit designs. We design a novel ternary multiplier based on a ternary CMOS (T-CMOS) compact model. To estimate performance and energy efficiency of our ternary design, we construct a standard ternary-cell library and exploit a ternary static timing analysis (

Electrical and Electronic EngineeringEngineering

Research Areas

Electrical and Electronic EngineeringComputer Vision and Pattern RecognitionArtificial IntelligenceHardware and ArchitectureMaterials ChemistryComputational Theory and Mathematics

Dive deeper into Sung-Hyung Kang's research on Nubint

Open this lab's papers in the app to read with AI, summarize, and cite in your writing.