Myeonggu Kang

An Energy-Efficient Deep Convolutional Neural Network Training Accelerator for <i>In Situ</i> Personalization on Smart Devices

Seungkyu Choi, Jaehyeong Sim, Myeonggu Kang et al. · IEEE Journal of Solid-State Circuits · 2020 · 47 citations

Smart Devices, Convolutional Neural Network, Engineering +17

S-FLASH: A NAND Flash-based Deep Neural Network Accelerator Exploiting Bit-level Sparsity

Myeonggu Kang, Hyeonuk Kim, Hyein Shin et al. · IEEE Transactions on Computers · 2021 · 22 citations

Electrical Engineering, Engineering, Hardware Acceleration +14

A thermal-aware optimization framework for ReRAM-based deep neural network acceleration

Hyein Shin, Myeonggu Kang, Lee‐Sup Kim · 2020 · 21 citations

Electrical Engineering, Resistive Ram, Engineering +15

A Framework for Accelerating Transformer-Based Language Model on ReRAM-Based Architecture

Myeonggu Kang, Hyein Shin, Lee‐Sup Kim · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2021 · 20 citations

Engineering, Reram-based Architecture, Computer Architecture +21

OptimStore: In-Storage Optimization of Large Scale DNNs with On-Die Processing

Junkyum Kim, Myeonggu Kang, Yunki Han et al. · 2023 · 20 citations

Engineering, Machine Learning, Computer Architecture +19