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2020 – today
- 2024
[j9]Kyu-Ho Lee, Dongseok Kwon, In-Seok Lee, Joon Hwang, Jiseong Im, Jong-Ho Bae, Woo Young Choi, Sung Yun Woo, Jong-Ho Lee:
Si-Based Dual-Gate Field-Effect Transistor Array for Low-Power On-Chip Trainable Hardware Neural Networks. Adv. Intell. Syst. 6(1) (2024)- 2022
- [j8]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: 24444-24455 (2022) - 2021
- [j7]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: 73121-73132 (2021) - [j6]Seongbin Oh, Soochang Lee, Sung Yun Woo, Dongseok Kwon, Jiseong Im, Joon Hwang, Jong-Ho Bae, Byung-Gook Park, Jong-Ho Lee:
Spiking Neural Networks With Time-to-First-Spike Coding Using TFT-Type Synaptic Device Model. IEEE Access 9: 78098-78107 (2021) - [j5]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: 153-165 (2021) - [j4]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): 9391-9402 (2021) - [i2]Sung Yun Woo, Dongseok Kwon, Byung-Gook Park, Jong-Ho Lee, Jong-Ho Bae:
Pulse-Width Modulation Neuron Implemented by Single Positive-Feedback Device. CoRR abs/2108.09954 (2021) - 2020
- [j3]Sung-Tae Lee, Sung Yun Woo, Jong-Ho Lee:
Low-Power Binary Neuron Circuit With Adjustable Threshold for Binary Neural Networks Using NAND Flash Memory. IEEE Access 8: 153334-153340 (2020) - [j2]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: 202639-202647 (2020) - [i1]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 abs/2006.05033 (2020)
2010 – 2019
- 2019
- [c2]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: 22-27 - [c1]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: 1-7 - 2014
- [j1]Sung Yun Woo, Young Jun Yoon, Jae Hwa Seo, Gwan Min Yoo, Seongjae Cho, In Man Kang:
InGaAs/Si Heterojunction Tunneling Field-Effect Transistor on Silicon Substrate. IEICE Trans. Electron. 97-C(7): 677-682 (2014)
Coauthor Index
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