Wonjun Shin

According to our database, Wonjun Shin authored at least 8 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Efficient Hybrid Training Method for Neuromorphic Hardware Using Analog Nonvolatile Memory.

Dongseok Kwon, Sung Yun Woo, Joon Hwang, Hyeongsu Kim, Jong-Ho Bae, Wonjun Shin, Byung-Gook Park, Jong-Ho Lee

IEEE Trans. Neural Networks Learn. Syst., January, 2025

2024

Toward Optimized In-Memory Reinforcement Learning: Leveraging 1/<i>f</i> Noise of Synaptic Ferroelectric Field-Effect-Transistors for Efficient Exploration.

Jangsaeng Kim, Wonjun Shin, Jiyong Yim, Dongseok Kwon, Daewoong Kwon, Jong-Ho Lee

Adv. Intell. Syst., June, 2024

2023

Analog Synaptic Devices Based on IGZO Thin-Film Transistors with a Metal-Ferroelectric-Metal-Insulator-Semiconductor Structure for High-Performance Neuromorphic Systems.

Dongseok Kwon, Eun Chan Park, Wonjun Shin, Ryun-Han Koo, Joon Hwang, Jong-Ho Bae, Daewoong Kwon, Jong-Ho Lee

Adv. Intell. Syst., December, 2023

1/<i>f</i> Noise in Synaptic Ferroelectric Tunnel Junction: Impact on Convolutional Neural Network.

Wonjun Shin, Kyung Kyu Min, Jong-Ho Bae, Jaehyeon Kim, Ryun-Han Koo, Dongseok Kwon, Jae-Joon Kim, Daewoong Kwon, Jong-Ho Lee

Adv. Intell. Syst., June, 2023

2022

Optimal Bias Conditions for FET-type Gas Sensors to Minimize Current Fluctuations.

Gyuweon Jung, Jaehyeon Kim, Wonjun Shin, Seongbin Hong, Yujeong Jeong, Jinwoo Park, Donghee Kim, Kangwook Choi, Jong-Ho Lee

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

Response Analysis of Resistor-type Gas Sensor with Bias Voltage Condition.

Kangwook Choi, Gyuweon Jung, Seongbin Hong, Yujeong Jeong, Wonjun Shin, Jinwoo Park, Chang-Yong Lee, Donghee Kim, Jong-Ho Lee

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2022

2019

Accurate identification of gas type and concentration using DNN reflecting the sensing properties of MOSFET-type gas sensor.

Gyuweon Jung, Hyeongsu Kim, Yujeong Jeong, Yoonki Hong, Meile Wu, Seongbin Hong, Wonjun Shin, Dongkyu Jang, Jong-Ho Lee

Proceedings of the IEEE International Symposium on Olfaction and Electronic Nose, 2019

Detection of Low Concentration NO2 gas Using Si FET-type Gas Sensor with Localized Micro-heater for Low Power Consumption.

Gyuweon Jung, Yoonki Hong, Seongbin Hong, Yujeong Jeong, Wonjun Shin, Jinwoo Park, Jungkyu Lee, Dongkyu Jang, Jong-Ho Lee

Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019