Joon Hwang

17 papers Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient Hybrid Training Method for Neuromorphic Hardware Using Analog Nonvolatile Memory.
IEEE Trans. Neural Networks Learn. Syst.
Dongseok Kwon, Sung Yun Woo, Joon Hwang, Hyeongsu Kim, Jong-Ho Bae, Wonjun Shin, Byung-Gook Park, Jong-Ho Lee
2025 J jnl
Multifunctional In-Memory Analog-to-Digital Converter for Next-Gen Compute-in-Memory Systems.
Adv. Intell. Syst.
Jiseong Im, JongHyun Ko, Joon Hwang, Jangsaeng Kim, Wonjun Shin, Ryun-Han Koo, MinKyu Park, Sung-Ho Park, Woo Young Choi, Jae-Joon Kim, Jong-Ho Lee
2025 J jnl
NeuroTorch: DRAM-free nonvolatile memory-based hybrid training compute-in-memory system simulator.
Neurocomputing
JongHyun Ko, Inseok Lee, Kyu-Ho Lee, Joon Hwang, Min-Kyu Park, Jiseong Im, Jeonghyun Kim, Ryun-Han Koo, Sung-Ho Park, Jae-Joon Kim, Jong-Ho Lee
2024 J jnl
SNNSim: Investigation and Optimization of Large-Scale Analog Spiking Neural Networks Based on Flash Memory Devices.
Adv. Intell. Syst.
JongHyun Ko, Dongseok Kwon, Joon Hwang, Kyu-Ho Lee, Seongbin Oh, Jeonghyun Kim, Jiseong Im, Ryun-Han Koo, Jae-Joon Kim, Jong-Ho Lee
2024 J jnl
Si-Based Dual-Gate Field-Effect Transistor Array for Low-Power On-Chip Trainable Hardware Neural Networks.
Adv. Intell. Syst.
Kyu-Ho Lee, Dongseok Kwon, In-Seok Lee, Joon Hwang, Jiseong Im, Jong-Ho Bae, Woo Young Choi, Sung Yun Woo, Jong-Ho Lee
2023 J jnl
Analog Synaptic Devices Based on IGZO Thin-Film Transistors with a Metal-Ferroelectric-Metal-Insulator-Semiconductor Structure for High-Performance Neuromorphic Systems.
Adv. Intell. Syst.
Dongseok Kwon, Eunchan Park, Wonjun Shin, Ryun-Han Koo, Joon Hwang, Jong-Ho Bae, Daewoong Kwon, Jong-Ho Lee
2022 J jnl
On-Chip Trainable Spiking Neural Networks Using Time-To-First-Spike Encoding.
IEEE Access
Jiseong Im, Jaehyeon Kim, Honam Yoo, Jong-Won Baek, Dongseok Kwon, Seongbin Oh, Jangsaeng Kim, Joon Hwang, Byung-Gook Park, Jong-Ho Lee
2021 J jnl
Direct Gradient Calculation: Simple and Variation-Tolerant On-Chip Training Method for Neural Networks.
Adv. Intell. Syst.
Hyungyo Kim, Joon Hwang, Dongseok Kwon, Jangsaeng Kim, Min-Kyu Park, Jiseong Im, Byung-Gook Park, Jong-Ho Lee
2021 J jnl
Direct Gradient Calculation: Simple and Variation-Tolerant On-Chip Training Method for Neural Networks.
Adv. Intell. Syst.
Hyungyo Kim, Joon Hwang, Dongseok Kwon, Jangsaeng Kim, Min Kyu Park, Jiseong Im, Byung-Gook Park, Jong-Ho Lee
2021 J jnl
Novel Weight Update Scheme for Hardware Neural Network based on Synaptic Devices Having Abrupt LTP or LTD Characteristics.
CoRR
Junmo Lee, Joon Hwang, Youngwoon Cho, Sangbum Kim, Jongho Lee
2021 J jnl
Spiking Neural Networks With Time-to-First-Spike Coding Using TFT-Type Synaptic Device Model.
IEEE Access
Seongbin Oh, Soochang Lee, Sung Yun Woo, Dongseok Kwon, Jiseong Im, Joon Hwang, Jong-Ho Bae, Byung-Gook Park, Jong-Ho Lee
2012 — conf
Pixel design and photodiode process technology for image sensor applications.
ISOCC
Minkyu Kang, Hoon Jang, Sunjae Hwang, Soeun Park, Sanghwa Kim, Hosoon Ko, Changhun Han, Joon Hwang
2012 — conf
Sensitivity improvement in FSI CIS using the M1ToP™ smart process technique.
ISOCC
Manlyun Ha, Sun Choi, Donghun Cho, Hosoo Kim, Jungyeon Cho, Youngsun Oh, Jongman Kim, Sangwon Yoon, Changhoon Choi, Juneseok Lee, Juil Lee, Joon Hwang
2010 — conf
Optimal design and manufacturing of infrared surveillance camera mirror.
NEMS
Joon Hwang, Kun-Hee Kim, Jong-Ho Won, Eui-Sik Chung
2009 — conf
Anticancer drug delivery for tumor targeting and therapy.
NEMS
Yu Jin Kim, Il-Kyu Park, Jin Soo Kim, Joon Hwang, Eui-Sik Chung, Kang Moo Huh, Yong-Kyu Lee
2009 J jnl
Cutting Force Adapted Control Application in Micropositioned Machining.
Int. J. Autom. Technol.
Joon Hwang, Eui-Sik Chung
2006 J jnl
Precision Machining with Micro-Scale Vertical Machining Center.
J. Adv. Comput. Intell. Intell. Informatics
Daniel J. Cox, Glynn Newby, Hyung Wook Park, Steven Y. Liang, Wang-Lin Liu, Shang-Bin Hsieh, Joon Hwang