Johnny Rhe

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Weighting Scheme

Direct Memory Access

Fault Tolerance

Convolution Kernel

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Kang Eun Jeon, Wooram Seo, Johnny Rhe, Jong Hwan Ko
ConvMapSim: Modeling and Simulating Convolutional Weight Mapping for PIM Arrays. AICAS (2024)
Chanwook Hwang, Jaehyeon So, Johnny Rhe, Jiyoon Kim, Juhong Park, Kang Eun Jeon, Jong Hwan Ko
An Efficient Ventricular Arrhythmias Detection on Microcontrollers with Optimized 1D CNN. AICAS (2024)
Juhong Park, Johnny Rhe, Jong Hwan Ko
KARS: Kernel-Grouping Aided Row-Skipping for SDK-based Weight Compression in PIM Arrays. ISCAS (2024)
Johnny Rhe, Kang Eun Jeon, Jong Hwan Ko
PAIRS: Pruning-AIded Row-Skipping for SDK-Based Convolutional Weight Mapping in Processing-In-Memory Architectures. ISLPED (2023)
Hyeonsu Bang, Kang Eun Jeon, Johnny Rhe, Jong Hwan Ko
DCR: Decomposition-Aware Column Re-Mapping for Stuck-At-Fault Tolerance in ReRAM Arrays. ICCD (2023)
Kang Eun Jeon, Johnny Rhe, Hyeonsu Bang, Jong Hwan Ko
Weight-Aware Activation Mapping for Energy-Efficient Convolution on PIM Arrays. ISLPED (2023)
Johnny Rhe, Kang Eun Jeon, Joochan Lee, Seongmoon Jeong, Jong Hwan Ko
Kernel Shape Control for Row-Efficient Convolution on Processing-In-Memory Arrays. ICCAD (2023)
Johnny Rhe, Sungmin Moon, Jong Hwan Ko
VW-SDK: Efficient Convolutional Weight Mapping Using Variable Windows for Processing-In-Memory Architectures. DATE (2022)
Johnny Rhe, Sungmin Moon, Jong Hwan Ko
VWC-SDK: Convolutional Weight Mapping Using Shifted and Duplicated Kernel With Variable Windows and Channels. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (2) (2022)
Gicheol Shin, Donguk Seo, Jaerok Kim, Johnny Rhe, Eunyoung Lee, Seonho Kim, Soyoun Jeong, Jong Hwan Ko, Yoonmyung Lee
A Charge-Domain Computation-In-Memory Macro with Versatile All-Around-Wire-Capacitor for Variable-Precision Computation and Array-Embedded DA/AD Conversions. ESSCIRC (2021)
Johnny Rhe, Sungmin Moon, Jong Hwan Ko
VW-SDK: Efficient Convolutional Weight Mapping Using Variable Windows for Processing-In-Memory Architectures. CoRR (2021)
Gicheol Shin, Donguk Seo, Jaerok Kim, Johnny Rhe, Eunyoung Lee, Seonho Kim, Soyoun Jeong, Jong Hwan Ko, Yoonmyung Lee
A Charge-Domain Computation-In-Memory Macro with Versatile All-Around-Wire-Capacitor for Variable-Precision Computation and Array-Embedded DA/AD Conversions. ESSDERC (2021)
Eunyoung Lee, Taeyoung Han, Donguk Seo, Gicheol Shin, Jaerok Kim, Seonho Kim, Soyoun Jeong, Johnny Rhe, Jaehyun Park, Jong Hwan Ko, Yoonmyung Lee
A Charge-Domain Scalable-Weight In-Memory Computing Macro With Dual-SRAM Architecture for Precision-Scalable DNN Accelerators. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (8) (2021)