Login / Signup
Myeongjin Kwak
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 5
Top Topics
Spiking Neural Networks
Floating Point
Biologically Inspired
Supervised Training
Top Venues
ICCD
MASCOTS
Perform. Evaluation
ISOCC
</>
Publications
</>
Myeongjin Kwak
,
Jeonggeun Kim
,
Yongtae Kim
A comprehensive exploration of approximate DNN models with a novel floating-point simulation framework.
Perform. Evaluation
165 (2024)
Myeongjin Kwak
,
Jeonggeun Kim
,
Yongtae Kim
TorchAxf: Enabling Rapid Simulation of Approximate DNN Models Using GPU-Based Floating-Point Computing Framework.
MASCOTS
(2023)
Myeongjin Kwak
,
Yongtae Kim
Do Not Forget: Exploiting Stability-Plasticity Dilemma to Expedite Unsupervised SNN Training for Neuromorphic Processors.
ICCD
(2022)
Myeongjin Kwak
,
Hyoju Seo
,
Yongtae Kim
Precision Exploration of Floating-Point Arithmetic for Spiking Neural Networks.
ISOCC
(2021)
Myeongjin Kwak
,
Jungwon Lee
,
Hyoju Seo
,
Mingyu Sung
,
Yongtae Kim
Training and Inference using Approximate Floating-Point Arithmetic for Energy Efficient Spiking Neural Network Processors.
ICEIC
(2021)