KARS: Kernel-Grouping Aided Row-Skipping for SDK-based Weight Compression in PIM Arrays
Park, Juhong, Rhe, Johnny, Ko, Jong Hwan
Published in 2024 IEEE International Symposium on Circuits and Systems (ISCAS) (19.05.2024)
Published in 2024 IEEE International Symposium on Circuits and Systems (ISCAS) (19.05.2024)
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Conference Proceeding
A Charge-Domain Scalable-Weight In-Memory Computing Macro With Dual-SRAM Architecture for Precision-Scalable DNN Accelerators
Lee, Eunyoung, Han, Taeyoung, Seo, Donguk, Shin, Gicheol, Kim, Jaerok, Kim, Seonho, Jeong, Soyoun, Rhe, Johnny, Park, Jaehyun, Ko, Jong Hwan, Lee, Yoonmyung
Published in IEEE transactions on circuits and systems. I, Regular papers (01.08.2021)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.08.2021)
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Journal Article
DCR: Decomposition-Aware Column Re-Mapping for Stuck-At-Fault Tolerance in ReRAM Arrays
Bang, Hyeonsu, Jeon, Kang Eun, Rhe, Johnny, Ko, Jong Hwan
Published in 2023 IEEE 41st International Conference on Computer Design (ICCD) (06.11.2023)
Published in 2023 IEEE 41st International Conference on Computer Design (ICCD) (06.11.2023)
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Conference Proceeding
Weight-Aware Activation Mapping for Energy-Efficient Convolution on PIM Arrays
Jeon, Kang Eun, Rhe, Johnny, Bang, Hyeonsu, Ko, Jong Hwan
Published in 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) (07.08.2023)
Published in 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) (07.08.2023)
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Conference Proceeding
Kernel Shape Control for Row-Efficient Convolution on Processing-In-Memory Arrays
Rhe, Johnny, Jeon, Kang Eun, Lee, Joo Chan, Jeong, Seongmoon, Ko, Jong Hwan
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
Published in 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD) (28.10.2023)
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Conference Proceeding
PAIRS: Pruning-AIded Row-Skipping for SDK-Based Convolutional Weight Mapping in Processing-In-Memory Architectures
Rhe, Johnny, Jeon, Kang Eun, Ko, Jong Hwan
Published in 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) (07.08.2023)
Published in 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) (07.08.2023)
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Conference Proceeding
A Charge-Domain Computation-In-Memory Macro with Versatile All-Around-Wire-Capacitor for Variable-Precision Computation and Array-Embedded DA/AD Conversions
Shin, Gicheol, Seo, Donguk, Kim, Jaerok, Rhe, Johnny, Lee, Eunyoung, Kim, Seonho, Jeong, Soyoun, Ko, Jong Hwan, Lee, Yoonmyung
Published in ESSCIRC 2021 - IEEE 47th European Solid State Circuits Conference (ESSCIRC) (13.09.2021)
Published in ESSCIRC 2021 - IEEE 47th European Solid State Circuits Conference (ESSCIRC) (13.09.2021)
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Conference Proceeding
A Charge-Domain Computation-In-Memory Macro with Versatile All-Around-Wire-Capacitor for Variable-Precision Computation and Array-Embedded DA/AD Conversions
Shin, Gicheol, Seo, Donguk, Kim, Jaerok, Rhe, Johnny, Lee, Eunyoung, Kim, Seonho, Jeong, Soyoun, Ko, Jong Hwan, Lee, Yoonmyung
Published in ESSDERC 2021 - IEEE 51st European Solid-State Device Research Conference (ESSDERC) (13.09.2021)
Published in ESSDERC 2021 - IEEE 51st European Solid-State Device Research Conference (ESSDERC) (13.09.2021)
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Conference Proceeding
ConvMapSim: Modeling and Simulating Convolutional Weight Mapping for PIM Arrays
Jeon, Kang Eun, Seo, Wooram, Rhe, Johnny, Ko, Jong Hwan
Published in 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) (22.04.2024)
Published in 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) (22.04.2024)
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Conference Proceeding
An Efficient Ventricular Arrhythmias Detection on Microcontrollers with Optimized 1D CNN
Hwang, Chanwook, So, Jaehyeon, Rhe, Johnny, Kim, Jiyoon, Park, Juhong, Jeon, Kang Eun, Ko, Jong Hwan
Published in 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) (22.04.2024)
Published in 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) (22.04.2024)
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Conference Proceeding