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Jangsaeng Kim
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2020 – today
- 2024
- [j7]Jangsaeng Kim
, Wonjun Shin
, Jiyong Yim
, Dongseok Kwon
, Daewoong Kwon, Jong-Ho Lee
:
Toward Optimized In-Memory Reinforcement Learning: Leveraging 1/f Noise of Synaptic Ferroelectric Field-Effect-Transistors for Efficient Exploration. Adv. Intell. Syst. 6(6) (2024) - 2022
- [j6]Jiseong Im
, Jaehyeon Kim, Honam Yoo
, Jong-Won Baek
, Dongseok Kwon
, Seongbin Oh
, Jangsaeng Kim
, Joon Hwang
, Byung-Gook Park
, Jong-Ho Lee
:
On-Chip Trainable Spiking Neural Networks Using Time-To-First-Spike Encoding. IEEE Access 10: 31263-31272 (2022) - 2021
- [j5]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) - [j4]Hyungyo Kim
, Joon Hwang
, Dongseok Kwon
, Jangsaeng Kim
, Min-Kyu Park
, Jiseong Im
, Byung-Gook Park
, Jong-Ho Lee
:
Direct Gradient Calculation: Simple and Variation-Tolerant On-Chip Training Method for Neural Networks. Adv. Intell. Syst. 3(8): 2100064 (2021) - [j3]Hyungyo Kim
, Joon Hwang
, Dongseok Kwon
, Jangsaeng Kim
, Min Kyu Park
, Jiseong Im
, Byung-Gook Park
, Jong-Ho Lee
:
Direct Gradient Calculation: Simple and Variation-Tolerant On-Chip Training Method for Neural Networks. Adv. Intell. Syst. 3(8): 2170059 (2021) - [j2]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) - [j1]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) - 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
- [c1]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
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last updated on 2024-08-03 20:15 CEST by the dblp team
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