Dyamond: Compact and Efficient 1T1C DRAM IMC Accelerator With Bit Column Addition for Memory-Intensive AI
Seongyon Hong, Wooyoung Jo, Sangjin Kim, Sangyeob Kim, Soyeon Um, Kyomin Sohn, Hoi-Jun Yoo
IEEE Journal of Solid-State Circuits (JSSC), 2025.02
22
NeRF-Navi: An Energy-Efficient NeRF 3D Path Planning Processor with Reconfigurable Approximate/Accurate Bit Offloading Core
Seryeong Kim, Seokchan Song, Wonhoon Park, Junha Ryu, Gwangtae Park, Sangyeob Kim, Soyeon Kim, Donghyeon Han, Hoi-Jun Yoo
IEEE Journal of Solid-State Circuits (JSSC), 2025.04
23
An Energy-Efficient CNN/Transformer Hybrid Neural Semantic Segmentation Processor with Chunk-based Bit Plane Data Compression and Similarity-based Token-level Skipping Exploitation
Jongjun Park, Seryeong Kim, Wonhoon Park, Seokchan Song, Hoi-Jun Yoo
IEEE Transactions on Circuits and Systems I (TCAS-I), 2024.08
24
A 227.1 TOPS/W High Energy-efficiency PNN-based 3D Object Recognition Processor with Spiking Neural Network for Edge DeviceAuthor
Sangmyoung Lee, Seryeong Kim, Jongjun Park, Youngjin Moon, Minsung Kim, Junha Ryu, Hoi-Jun Yoo and D…
TCAS-II, 2025
25
An Overview of Neural Rendering Accelerators: Challenges, Trends, and Future DirectionsAuthor
Junha Ryu, Hoi-Jun Yoo
JETCAS, 2025
26
Cache-PIM: An ECC-compatible eDRAM Processing-In-Memory for Last-Level Cache with Triple-level Error CorrectionAuthor
Sangwoo Ha, Soyeon Um, Sangjin Kim, Kyomin Sohn, Hoi-Jun Yoo
JSSC, 2025
27
NeRF-Navi: An Energy-Efficient NeRF 3D Path Planning Processor with Reconfigurable Approximate/Accurate Bit Offloading CoreAuthor
Seryeong Kim, Seokchan Song, Wonhoon Park, Junha Ryu, Gwangtae Park, Sangyeob Kim, Soyeon Kim, Dongh…
JSSC, 2025
28
LightRot: A Light-weighted Rotation Scheme and Architecture for Accurate Low-bit Large Language Model InferenceAuthor
Sangjin Kim, Yuseon Choi, Jungjun Oh, Byeongcheol Kim, Hoi-Jun Yoo
JETCAS, 2025
29
C-Transformer: An Energy-Efficient Homogeneous DNN-Transformer/Spiking-Transformer Processor for Language ModelsAuthor
Sangyeob Kim, Sangjin Kim, Wooyoung Jo, Soyeon Kim, Seongyon Hong, Nayeong Lee, Jungwan Lee, Hoi-Jun…
JSSC, 2025
30
Dyamond: Compact and Efficient 1T1C DRAM IMC Accelerator With Bit Column Addition for Memory-Intensive AIAuthor
Seongyon Hong , Wooyoung Jo, Sangjin Kim, Sangyeob Kim, Soyeon Um, Kyomin Sohn, Hoi-Jun Yoo