Dongwoo Lew

11 papers A* 1A 1B 1Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
CAT SNN: Conversion Aware Training for High Accuracy and Hardware Friendly Spiking Neural Networks.
IEEE Trans. Emerg. Top. Comput.
Dongwoo Lew, Jongsun Park
2025 — conf
HR
MLCAD
Jaeheon Jung, Dongwoo Lew, Jangseok Yu, Jongsun Park
2025 A conf
SiGNoR: Similarity-based Graph Partitioning and Node Reuse for Memory Efficient GNN Acceleration.
ICCAD
Seung-Eon Hwang, Hyeon Gwon Kim, Dongwoo Lew, Jongsun Park
2025 — conf
Tru-Sign: Lossless Truncated Sign Based Energy Efficient DNN Accelerator.
AICAS
Kyungchul Lee, Dongwoo Lew, Jongsun Park
2022 — conf
A Layer-wise Training and Pruning Method for Memory Efficient On-chip Learning Hardware.
ISOCC
Dongwoo Lew, Jongsun Park
2022 J jnl
A Time-to-first-spike Coding and Conversion Aware Training for Energy-Efficient Deep Spiking Neural Network Processor Design.
CoRR
Dongwoo Lew, Kyungchul Lee, Jongsun Park
2022 A* conf
A time-to-first-spike coding and conversion aware training for energy-efficient deep spiking neural network processor design.
DAC
Dongwoo Lew, Kyungchul Lee, Jongsun Park
2022 J jnl
Early Termination Based Training Acceleration for an Energy-Efficient SNN Processor Design.
IEEE Trans. Biomed. Circuits Syst.
Sunghyun Choi, Dongwoo Lew, Jongsun Park
2021 B conf
An Energy-Efficient SNN Processor Design based on Sparse Direct Feedback and Spike Prediction.
IJCNN
Seunghwan Bang, Dongwoo Lew, Sunghyun Choi, Jongsun Park
2020 — conf
Early Image Termination Technique During STDP Training of Spiking Neural Network.
ISOCC
Dongwoo Lew, Jongsun Park
2020 J jnl
Rank order coding based spiking convolutional neural network architecture with energy-efficient membrane voltage updates.
Neurocomputing
Hoyoung Tang, Donghyeon Cho, Dongwoo Lew, Taehwan Kim, Jongsun Park