cv

PhD

SungKyunKwan University

Department of Electrical and Computer Engineering

• In-Memory Computing
• Artificial Intelligence

B.S.

SungKyunKwan University

School of Electronic and Electrical Engineering

• Semiconductor
• Digital/Analog Circuit

Outstanding Research Award

Korea Collaborative & High‐tech Initiative for Prospective Semiconductor Research (K‐CHIPS)

Outstanding Research Award

Korea Institute of Energy Technology Evaluation and Planning (KETEP)

Outstanding Paper Award

Samsung Electronics

Grand Prize at Exynos AI Challenger

Samsung Electronics S.LSI

3rd Place in System Design Contest - GPU Track

Design Automation Conference (DAC)

Most Popular Poster Award at Student Research Forum

Asia South Pacific Design Automation Conference (ASP-DAC)

Best Paper Award

Korean Artificial Intelligence Association

2nd Place Winner of AI Grand Challenge

Institute of Information & Communications Technology Planning & Evaluation, Korea

Poster Presentation at PhD Forum

Design Automation and Test in Europe Conference (DATE)

Poster Presentation at PhD Forum

IEEE International Symposium on Circuits and Systems (ISCAS)

Poster Presentation at Student Research Forum

Asia South Pacific Design Automation Conference (ASP-DAC)

IEEE CASS Non‐Flagship Student Travel Grant Selection - ISLPED

IEEE Circuits and System Society (CAS)

SKKU Innovation Research Fellowship Scholarship Selection

BK Graduate School Innovation Support Project

Introduction and Demonstration of RC Car Remote Control Using 3D Hand Motion Recognitione

Information Technology Research Center (ITRC), Koreaa

Low-Rank Compression for IMC Arrays

Kang Eun Jeon, Johnny Rhe, and Jong Hwan Ko

Design, Automation & Test in Europe Conference & Exhibition (DATE)

Input/mapping precision controllable digital CIM with adaptive adder tree architecture for flexible DNN inference

Juhong Park, Johnny Rhe, Chanwook Hwang, Jaehyeon So, and Jong Hwan Ko

Journal of Systems Architecture (JSA)

KERNTROL: Kernel Shape Control Toward Ultimate Memory Utilization for In-Memory Convolutional Weight Mapping

Johnny Rhe, Kang Eun Jeon, Joo Chan Lee, Seongmoon Jeong, and Jong Hwan Ko

IEEE Transaction on Circuits and Systems I: Regular Papers (TCAS-I)

Row-Efficient Pruning for In-Memory Convolutional Weight Mapping

Johnny Rhe, and Jong Hwan Ko

International SoC Design Conference (ISOCC)

KARS: Kernel-Grouping Aided Row-Skipping for SDK-based Weight Compression in PIM Arrays

Juhong Park, Johnny Rhe, and Jong Hwan Ko

IEEE International Symposium on Circuits and Systems (ISCAS)

ConvMapSim: Modeling and Simulating Convolutional Weight Mapping for PIM Arrays

Kang Eun Jeon, Wooram Seo, Johnny Rhe, and Jong Hwan Ko

IEEE International Conference on AI Circuits and Systems (AICAS)

An Efficient Ventricular Arrhythmias Detection on Microcontrollers with Optimized 1D CNN

Chanwook Hwang, Jaehyeon So, Johnny Rhe, Jiyoon Kim, Juhong Park, Kang Eun Jeon, and Jong Hwan Ko

IEEE International Conference on AI Circuits and Systems (AICAS)

DCR: Decomposition-Aware Column Re-Mapping for Stuck-At-Fault Tolerance in ReRAM Arrayss

Hyeonsu Bang, Kang Eun Jeon, Johnny Rhe, and Jong Hwan Ko

IEEE International Conference on Computer Design (ICCD)

Kernel Shape Control for Row-Efficient Convolution on Processing-In-Memory Arrays

Johnny Rhe, Kang Eun Jeon, Joo Chan Lee, Seongmoon Jeong, and Jong Hwan Ko

IEEE/ACM International Conference on Computer Aided Design (ICCAD)

PAIRS: Pruning-AIded Row-Skipping for SDK-Based Convolutional Weight Mapping in Processing-In-Memory Architectures

Johnny Rhe, Kang Eun Jeon, and Jong Hwan Ko

IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)

Weight-Aware Activation Mapping for Energy-Efficient Convolution on PIM Arrays

Kang Eun Jeon, Johnny Rhe, and Jong Hwan Ko

IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)

VWC-SDK: Convolutional weight mapping using shifted and duplicated kernel with variable windows and channels

Johnny Rhe, Sungmin Moon, and Jong Hwan Ko

Design, Automation & Test in Europe Conference & Exhibition (DATE)

VW-SDK: Efficient convolutional weight mapping using variable windows for processing-in-memory architectures

Johnny Rhe, Sungmin Moon, and Jong Hwan Ko

IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS)

A charge-domain computation-in-memory macro with versatile all-around-wire-capacitor for variable-precision computation and array-embedded DA/AD conversions

Gicheol Shin, Donguk Seo, Jaerok Kim, Johnny Rhe, Eunyoung Lee, Seonho Kim, Soyoun Jeong, Jong Hwan Ko, and Yoonmyung Lee

European Solid-State Device Research Conference (ESSDERC)

A charge-domain scalable-weight in-memory computing macro with dual-SRAM architecture for precision-scalable DNN accelerators

Eunyoung Lee, Taeyoung Han, Donguk Seo, Gicheol Shin, Jaerok Kim, Seonho Kim, Soyoun Jeong, Johnny Rhe, Jaehyun Park, Jong Hwan Ko, and Yoonmyung Lee

IEEE Transaction on Circuits and Systems I: Regular Papers (TCAS-I)