발행물

전체 논문

66

21

Neural Network Training With Asymmetric Crosspoint Elements
Murat Onen, Tafun Gokmen, Teodor K. Todorov, Tomasz Nowicki, Jesus A. del Alamo, John Rozen, Wilfried Haensch, Seyoung Kim
Frontiers in Artificial Intelligence, 2022

22

Impact of Asymmetric Weight Update on Neural Network Training with Tiki-Taka Algorithm
Chaeun Lee, Kyungmi Noh, Wonjae Ji, Tayfun Gokmen, Seyoung Kim
Frontiers in Neuroscience, 2022

23

Experimental Measurement of Ungated Channel Region Conductance in a Multi-terminal, Metal Oxide-based ECRAM
Hyunjeong Kwak, Chuljun Lee, Chaeun Lee, Kyungmi Noh, Seyoung Kim
Semiconductor Science and Technology, 2021

24

Improvement of Synaptic Properties in Oxygen-Based Synaptic Transistors Due to the Accelerated Ion Migration in Sub-Stoichiometric Channels
Jongwon Lee, Revannath Dnyandeo Nikam, Myonghoon Kwak, Hyunjeong Kwak, Seyoung Kim, Hyunsang Hwang
Advanced Electronic Materials, 2021

25

Elucidating Ionic Programming Dynamics of Metal-Oxide Electrochemical Memory for Neuromorphic Computing
Yangho Jeong, Hyunjoon Lee, Da Gil Ryu, Seong Ho Cho, Gawon Lee, Sangbum Kim, Seyoung Kim, Yun Seog Lee
Advanced Electronic Materials, 2021

26

Neural Network Training Acceleration with RRAM-Based Hybrid Synapses
Wooseok Choi, Myonghoon Kwak, Seyoung Kim, Hyunsang Hwang
Frontiers in Neuroscience, 2021

27

Impact of Operating Temperature on Pattern Recognition Accuracy of Resistive Array-Based Hardware Neural Networks
Wooseok Choi, Chuljun Lee, Sujung Noh, Jisung Lee, Hansaem Lee, Seyoung Kim, Hyunsang Hwang
IEEE Electron Device Letters, 2021

28

Excellent Pattern Recognition Accuracy of Neural Networks Using Hybrid Synapses and Complementary Training
Myonghoon Kwak, Wooseok Choi, Seongjae Heo, Chuljun Lee, Revannath Nikam, Seyoung Kim, Hyunsang Hwang
IEEE Electron Device Letters, 2021

29

PCMO-based three-terminal synapse for neuromorphic computing
Chuljun Lee, Krishn Gopal Rajput, Wooseok Choi, Myonghoon Kwak, Revannath Dnyandeo Nikam, Seyoung Kim, Hyunsang Hwang
IEEE Electron Device Letters, 2020

30

Improved Pattern Recognition Accuracy of Hardware Neural Network: Deactivating Short Failed Synapse Device by Adopting Ovonic Threshold Switching (OTS)-based Fuse Device
Myonghoon Kwak, Sangmin Lee, Seyoung Kim, Hyunsang Hwang
IEEE Electron Device Letters, 2020