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Won-Mook Kang
ORCID
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 8
Top Topics
Neural Network
Biologically Plausible
Unsupervised Learning
Backpropagation Algorithm
Top Venues
IEEE Access
CoRR
Neural Comput. Appl.
IJCNN
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Publications
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Seongbin Oh
,
Dongseok Kwon
,
Gyuho Yeom
,
Won-Mook Kang
,
Soochang Lee
,
Sung Yun Woo
,
Jaehyeon Kim
,
Jong-Ho Lee
Neuron Circuits for Low-Power Spiking Neural Networks Using Time-To-First-Spike Encoding.
IEEE Access
10 (2022)
Won-Mook Kang
,
Dongseok Kwon
,
Sung Yun Woo
,
Soochang Lee
,
Honam Yoo
,
Jangsaeng Kim
,
Byung-Gook Park
,
Jong-Ho Lee
Hardware-Based Spiking Neural Network Using a TFT-Type AND Flash Memory Array Architecture Based on Direct Feedback Alignment.
IEEE Access
9 (2021)
Jangsaeng Kim
,
Dongseok Kwon
,
Sung Yun Woo
,
Won-Mook Kang
,
Soochang Lee
,
Seongbin Oh
,
Chul-Heung Kim
,
Jong-Ho Bae
,
Byung-Gook Park
,
Jong-Ho Lee
Hardware-based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality.
Neurocomputing
428 (2021)
Jangsaeng Kim
,
Dongseok Kwon
,
Sung Yun Woo
,
Won-Mook Kang
,
Soochang Lee
,
Seongbin Oh
,
Chul-Heung Kim
,
Jong-Ho Bae
,
Byung-Gook Park
,
Jong-Ho Lee
On-chip trainable hardware-based deep Q-networks approximating a backpropagation algorithm.
Neural Comput. Appl.
33 (15) (2021)
Seongbin Oh
,
Dongseok Kwon
,
Gyuho Yeom
,
Won-Mook Kang
,
Soochang Lee
,
Sung Yun Woo
,
Jangsaeng Kim
,
Min Kyu Park
,
Jong-Ho Lee
Hardware Implementation of Spiking Neural Networks Using Time-To-First-Spike Encoding.
CoRR
(2020)
Sung Yun Woo
,
Dongseok Kwon
,
Nagyong Choi
,
Won-Mook Kang
,
Young-Tak Seo
,
Min Kyu Park
,
Jong-Ho Bae
,
Byung-Gook Park
,
Jong-Ho Lee
Low-Power and High-Density Neuron Device for Simultaneous Processing of Excitatory and Inhibitory Signals in Neuromorphic Systems.
IEEE Access
8 (2020)
Jong-Ho Lee
,
Yoohyun Noh
,
Hyeongsu Kim
,
Jangsaeng Kim
,
Jong-Ho Bae
,
Sung Yun Woo
,
Sungtae Lee
,
Suhwan Lim
,
Won-Mook Kang
,
Young-Tak Seo
,
Soochang Lee
,
Dongseok Kwon
,
Seongbin Oh
Review of candidate devices for neuromorphic applications.
ESSDERC
(2019)
Won-Mook Kang
,
Chul-Heung Kim
,
Soochang Lee
,
Sung Yun Woo
,
Jong-Ho Bae
,
Byung-Gook Park
,
Jong-Ho Lee
A Spiking Neural Network with a Global Self-Controller for Unsupervised Learning Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices.
IJCNN
(2019)