발행물

전체 논문

66

11

Retention-aware Zero-shifting Technique for Tiki-Taka Algorithm-based Analog Deep Learning Accelerator
Kyungmi Noh, Hyunjeong Kwak, Jeonghoon Son, Seungkun Kim, Minseong Um, Minil Kang, Doyoon Kim, Wonjae Ji, Junyong Lee, HwiJeong Jo, Jiyong Woo, Hyung-Min Lee, Seyoung Kim
Science Advances, 2024

12

Verification of neuromorphic processing accuracy against non-ideal error in synapse-based neural network systems
Hwi Jeong Jo, Minil Kang, Minseong Um, Juhee Kim, Kon-Woo Kwon, Seyoung Kim, Hyungmin Lee
The International Journal of Circuit Theory and Applications, 2024

13

Electrochemical Random-Access Memory : Recent Advances in Materials, Devices, and Systems towards Neuromorphic Computing
Hyunjeong Kwak, Nayeon Kim, Seonuk Jeon, Seyoung Kim, Jiyong Woo
Nano Convergence, 2024

14

WOx channel engineering of Cu-ion-driven synaptic transistor array for low-power neuromorphic computing
Seonuk Jeon, Heebun Kang, Hyunjeong Kwak, Kyungmi Noh, Seungkun Kim, Nayeon Kim, Hyun Wook Kim, Eunryeong Hong, Seyoung Kim, Jiyong Woo
Scientific Reports., 2023

15

Accurate Weight Update in an Electrochemical Random-Access Memory Based Cross-Point Array Using Channel-High Half-Bias Scheme for Deep Learning Accelerator
Seungkun Kim, Jeonghoon Son, Hyunjeong Kwak, Seyoung Kim
Advanced Electronic Materials, 2023

16

Recent Advances and Future Prospects for Memristive Materials, Devices, and Systems
Min-Kyu Song, Ji-Hoon Kang, Xinyuan Zhang, Wonjae Ji, Alon Ascoli, Ioannis Messaris, Ahmet Samil Demirkol, Bowei Dong, Samarth Aggarwal, Weier Wan, Seok-Man Hong, Suma George Cardwell, Irem Boybat, Jae-sun Seo, Jang-Sik Lee, Mario Lanza, Hanwool Yeon, Murat Onen, Ju Li, Bilge Yildiz, Jesús A. del Alamo, Seyoung Kim, Shinhyun Choi, Gianluca Milano, Carlo Ricciardi, Lambert Alff, Yang Chai, Zhongrui Wang, Harish Bhaskaran, Mark C. Hersam, Dmitri Strukov, H.-S. Philip Wong, Ilia Valov, Bin Gao, Huaqiang Wu, Ronald Tetzlaff, Abu Sebastian, Wei Lu, Leon Chua, J. Joshua Yang, Jeehwan Kim
ACS Nano, 2023

17

Highly Linear and Symmetric Analog Neuromorphic Synapse Based on Metal Oxide Semiconductor Transistors with Self-Assembled Monolayer for High-Precision Neural Network Computation
Seongmin Park, Suwon Seong, Gilsu Jeon, Wonjae Ji, Kyungmi Noh, Seyoung Kim, Yoonyoung Chung
Advanced Electronic Materials, 2022

18

Vertical metal-oxide electrochemical memory for high-density synaptic array based high-performance neuromorphic computing
Hyunjoon Lee, Da Gil Ryu, Giho Lee, Min-Kyu Song, Hyungjin Moon, Jaehyeong Lee, Jongchan Ryu, Ji-Hoon Kang, Junmin Suh, Sangbum Kim, Jongwoo Lim, Dongsuk Jeon, Seyoung Kim, Jeehwan Kim, Yun Seog Lee
Advanced Electronic Materials, 2022

19

Effect of Stochastic Resonance on Classification Accuracy of Neural Networks Utilizing Inherent Stochasticity in Threshold Voltage of Ovonic Threshold Switching Device
Wooseok Choi, Myonghoon Kwak, Donguk Lee, Sangmin Lee, Chuljun Lee, Seyoung Kim, Hyunsang Hwang
IEEE Journal of the Electron Devices Society, 2022

20

Exploiting Read Current Noise of TiOx Resistive Memory by Controlling Forming Conditions for Probabilistic Neural Network Hardware
Wooseok Choi, Wonjae Ji, Seongjae Heo, Donguk Lee, Kyungmi Noh, Chuljun Lee, Jiyong Woo, Seyoung Kim, Hyunsang Hwang
IEEE Electron Device Letters, 2022