Johnny Rhe

According to our database, Johnny Rhe authored at least 17 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Row-Column Hybrid Grouping for Fault-Resilient Multi-Bit Weight Representation on IMC Arrays.

Kang Eun Jeon, Sangheum Yeon, Jinhee Kim, Hyeonsu Bang, Johnny Rhe, Jong Hwan Ko

CoRR, August, 2025

GAROS: Genetic algorithm-aided row-skipping for shift and duplicate kernel mapping in processing-in-memory architectures.

Johnny Rhe, Kang Eun Jeon, Jong Hwan Ko

J. Syst. Archit., 2025

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

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

J. Syst. Archit., 2025

Low-Rank Compression for IMC Arrays.

Kang Eun Jeon, Johnny Rhe, Jong Hwan Ko

Proceedings of the Design, Automation & Test in Europe Conference, 2025

2024

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

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

IEEE Trans. Circuits Syst. I Regul. Pap., December, 2024

Row-Efficient Pruning for In-Memory Convolutional Weight Mapping.

Johnny Rhe, Jong Hwan Ko

Proceedings of the 21st International SoC Design Conference, 2024

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

Juhong Park, Johnny Rhe, Jong Hwan Ko

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

ConvMapSim: Modeling and Simulating Convolutional Weight Mapping for PIM Arrays.

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

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

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

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

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

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

Johnny Rhe, Kang Eun Jeon, Jong Hwan Ko

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

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

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

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

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

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

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

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

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

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

2022

VWC-SDK: Convolutional Weight Mapping Using Shifted and Duplicated Kernel With Variable Windows and Channels.

Johnny Rhe, Sungmin Moon, Jong Hwan Ko

IEEE J. Emerg. Sel. Topics Circuits Syst., 2022

VW-SDK: Efficient Convolutional Weight Mapping Using Variable Windows for Processing-In-Memory Architectures.

Johnny Rhe, Sungmin Moon, Jong Hwan Ko

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

2021

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, Yoonmyung Lee

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

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, Yoonmyung Lee

Proceedings of the 47th ESSCIRC 2021, 2021