Dongwoo Lew

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 7

Top Topics

Early Termination

Biologically Inspired

Top Venues

IEEE Trans. Biomed. Circuits Syst.

Publications

Dongwoo Lew, Kyungchul Lee, Jongsun Park
A time-to-first-spike coding and conversion aware training for energy-efficient deep spiking neural network processor design. DAC (2022)
Dongwoo Lew, Jongsun Park
A Layer-wise Training and Pruning Method for Memory Efficient On-chip Learning Hardware. ISOCC (2022)
Sunghyun Choi, Dongwoo Lew, Jongsun Park
Early Termination Based Training Acceleration for an Energy-Efficient SNN Processor Design. IEEE Trans. Biomed. Circuits Syst. 16 (3) (2022)
Dongwoo Lew, Kyungchul Lee, Jongsun Park
A Time-to-first-spike Coding and Conversion Aware Training for Energy-Efficient Deep Spiking Neural Network Processor Design. CoRR (2022)
Seunghwan Bang, Dongwoo Lew, Sunghyun Choi, Jongsun Park
An Energy-Efficient SNN Processor Design based on Sparse Direct Feedback and Spike Prediction. IJCNN (2021)
Hoyoung Tang, Donghyeon Cho, Dongwoo Lew, Taehwan Kim, Jongsun Park
Rank order coding based spiking convolutional neural network architecture with energy-efficient membrane voltage updates. Neurocomputing 407 (2020)
Dongwoo Lew, Jongsun Park
Early Image Termination Technique During STDP Training of Spiking Neural Network. ISOCC (2020)