Joonho Song

25.4 A 20nm 6GB Function-In-Memory DRAM, Based on HBM2 with a 1.2TFLOPS Programmable Computing Unit Using Bank-Level Parallelism, for Machine Learning Applications

Young-Cheon Kwon, Suk Han Lee, Jae‐Hoon Lee et al. · 2021 · 179 citations

Artificial Intelligence, Engineering, Emerging Memory Technology +17

7.1 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 et al. · 2019 · 135 citations

Engineering, Machine Learning, Neural Networks (Machine Learning) +20

Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM

Liu Ke, Xuan Zhang, Jinin So et al. · IEEE Micro · 2021 · 103 citations

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