Suknam Kwon

Sparsity-Aware and Re-configurable NPU Architecture for Samsung Flagship Mobile SoC

Junwoo Jang, Sehwan Lee, Dongyoung Kim et al. · 2021 · 95 citations

Engineering, Mobile Devices, Hardware Algorithm +16

9.5 A 6K-MAC Feature-Map-Sparsity-Aware Neural Processing Unit in 5nm Flagship Mobile SoC

Jun‐Seok Park, Junwoo Jang, Heonsoo Lee et al. · 2021 · 60 citations

Engineering, Machine Learning, Neural Networks (Machine Learning) +18

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, Chang‐Soo Park, Suknam Kwon et al. · 2022 IEEE International Solid- State Circuits Conference (ISSCC) · 2022 · 35 citations

Engineering, Hardware Algorithm, Computer Architecture +16

A Multi-Mode 8k-MAC HW-Utilization-Aware Neural Processing Unit With a Unified Multi-Precision Datapath in 4-nm Flagship Mobile SoC

Jun-Seok Park, Chang‐Soo Park, Suknam Kwon et al. · IEEE Journal of Solid-State Circuits · 2022 · 30 citations

System On Chip, Engineering, Hardware Acceleration +15

Optimizing Video Application Design for Phase-Change RAM-Based Main Memory

Suknam Kwon, Sungjoo Yoo, Sunggu Lee et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2011 · 14 citations

Video Codecs Place, Engineering, Multimedia Signal Processing +13