Jun-Woo Jang

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 7

Top Topics

Machine Learning Systems

Synaptic Weights

Top Venues

Publications

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, Sanghyuck Ha, MinSeong Kim, Jihoon Bang, SukHwan Lim, Inyup Kang
A Multi-Mode 8K-MAC HW-Utilization-Aware Neural Processing Unit with a Unified Multi-Precision Datapath in 4nm Flagship Mobile SoC. ISSCC (2022)
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, Dongwoo Lee, Myeong Woo Kim, Hanwoong Jung, Heewoo Nam, Dongguen Lim, Seungwon Lee, Joon-Ho Song, Suknam Kwon, Joseph Hassoun, SukHwan Lim, Changkyu Choi
Sparsity-Aware and Re-configurable NPU Architecture for Samsung Flagship Mobile SoC. ISCA (2021)
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
9.5 A 6K-MAC Feature-Map-Sparsity-Aware Neural Processing Unit in 5nm Flagship Mobile SoC. ISSCC (2021)
Jinook Song, Yunkyo Cho, Jun-Seok Park, Jun-Woo Jang, Sehwan Lee, Joon-Ho Song, Jae-Gon Lee, Inyup Kang
An 11.5TOPS/W 1024-MAC Butterfly Structure Dual-Core Sparsity-Aware Neural Processing Unit in 8nm Flagship Mobile SoC. ISSCC (2019)
Pritish Narayanan, Lucas L. Sanches, Alessandro Fumarola, Robert M. Shelby, Stefano Ambrogio, Jun-Woo Jang, Hyunsang Hwang, Yusuf Leblebici, Geoffrey W. Burr
Reducing circuit design complexity for neuromorphic machine learning systems based on Non-Volatile Memory arrays. ISCAS (2017)
Alessandro Fumarola, Pritish Narayanan, Lucas L. Sanches, Severin Sidler, Jun-Woo Jang, Kibong Moon, Robert M. Shelby, Hyunsang Hwang, Geoffrey W. Burr
Accelerating machine learning with Non-Volatile Memory: Exploring device and circuit tradeoffs. ICRC (2016)
Severin Sidler, Irem Boybat, Robert M. Shelby, Pritish Narayanan, Jun-Woo Jang, Alessandro Fumarola, Kibong Moon, Yusuf Leblebici, Hyunsang Hwang, Geoffrey W. Burr
Large-scale neural networks implemented with Non-Volatile Memory as the synaptic weight element: Impact of conductance response. ESSDERC (2016)
Jun-Woo Jang, Sangsu Park, Yoon-Ha Jeong, Hyunsang Hwang
ReRAM-based synaptic device for neuromorphic computing. ISCAS (2014)