ReRAM-based synaptic device for neuromorphic computing. - Jun-Woo Jang; Sangsu Park; Yoon-Ha Jeong; Hyunsang Hwang (ISCAS, 2014)

Large-scale neural networks implemented with Non-Volatile Memory as the synaptic weight element: Impact of conductance response. - Severin Sidler; Irem Boybat; Robert M. Shelby; Pritish Narayanan; Jun-Woo Jang; Alessandro Fumarola; Kibong Moon; Yusuf Leblebici; Hyunsang Hwang; Geoffrey W. Burr (ESSDERC, 2016)

Accelerating machine learning with Non-Volatile Memory: Exploring device and circuit tradeoffs. - Alessandro Fumarola; Pritish Narayanan; Lucas L. Sanches; Severin Sidler; Jun-Woo Jang; Kibong Moon; Robert M. Shelby; Hyunsang Hwang; Geoffrey W. Burr (ICRC, 2016)

Reducing circuit design complexity for neuromorphic machine learning systems based on Non-Volatile Memory arrays. - Pritish Narayanan; Lucas L. Sanches; Alessandro Fumarola; Robert M. Shelby; Stefano Ambrogio; Jun-Woo Jang; Hyunsang Hwang; Yusuf Leblebici; Geoffrey W. Burr (ISCAS, 2017)

An 11.5TOPS/W 1024-MAC Butterfly Structure Dual-Core Sparsity-Aware Neural Processing Unit in 8nm Flagship Mobile SoC. - Jinook Song; Yunkyo Cho; Jun-Seok Park; Jun-Woo Jang; Sehwan Lee; Joon-Ho Song; Jae-Gon Lee; Inyup Kang (ISSCC, 2019)

Sparsity-Aware and Re-configurable NPU Architecture for Samsung Flagship Mobile SoC. - Jun-Woo Jang; Sehwan Lee; Dongyoung Kim; Hyunsun Park; Ali Shafiee Ardestani; Yeongjae Choi; Channoh Kim; Yoojin Kim; Hyeongseok Yu; Hamzah Abdel-Aziz; Jun-Seok Park; Heonsoo Lee; et al. (ISCA, 2021)

9.5 A 6K-MAC Feature-Map-Sparsity-Aware Neural Processing Unit in 5nm Flagship Mobile SoC. - Jun-Seok Park; Jun-Woo Jang; Heonsoo Lee; Dongwoo Lee; Sehwan Lee; Hanwoong Jung; Seungwon Lee; Suknam Kwon; Kyung-Ah Jeong; Joon-Ho Song; Sukhwan Lim; Inyup Kang (ISSCC, 2021)

A Multi-Mode 8K-MAC HW-Utilization-Aware Neural Processing Unit with a Unified Multi-Precision Datapath in 4nm Flagship Mobile SoC. - Jun-Seok Park; Changsoo Park; Suknam Kwon; Hyeong-Seok Kim; Taeho Jeon; Yesung Kang; Heonsoo Lee; Dongwoo Lee; James Kim; YoungJong Lee; Sangkyu Park; Jun-Woo Jang; et al. (ISSCC, 2022)