Implementation of Ultra-Low-Power Neural Networks on Quantized and Pruned RRAM Crossbar Arrays
Hyoseob Kim, Kyungho Hong, Sungjoon Kim, Woo Young Choi, Min-Hwi Kim
Materials Horizons, 2025.06
2
Investigation of dual memory behavior in RRAM: coexistence of resistive and capacitive switching phenomena
Hyoseob Kim, Suhan Kim, Jae-Yeong Cho, Sin-Hyung Lee, Min-Hwi Kim
Scientific Reports, 2025.04
3
Dual Functionality of NbOx Memristors for Synaptic and Neuronal Emulation in Advanced Neuromorphic Systems
Seongmin Kim, Jungang Heo, Sungjun Kim, Min-Hwi Kim
Journal of Materials Chemistry C, 2024.10
4
Configurable Synaptic and Stochastic Neuronal Functions in ZnTe-Based Memristor for an RBM Neural Network
Jungang Heo, Seongmin Kim, Sungjun Kim, Min-Hwi Kim
Advanced Science, 2024.09
5
Artificial Neural Network Classification using Al-Doped HfOx-Based Ferroelectric Tunneling Junction with Self-Rectifying Behaviors
Eunjin Lim, Dongyeol Ju, Jungwoo Lee, Yongjin Park, Min-Hwi Kim, Sungjun Kim
ACS Materials Letters, 2024.05
6
Overshoot‐Suppressed Memristor Array with AlN Oxygen Barrier for Low‐Power Operation in the Intelligent Neuromorphic Systems
Sungjoon Kim, Kyungho Hong, Hyungjin Kim, Min-Hwi Kim, Woo Young Choi
Advanced Intelligent Systems, 2024.05
7
Noise-assisted transport mechanism analysis and synaptic characteristics in ZrOX/HfAlOX-based memristor for neuromorphic systems
Jungang Heo, Youngboo Cho, Hyeonseung Ji, Min-Hwi Kim, Jong-Ho Lee, Jung-Kyu Lee, Sungjun Kim
APL Materials, 2023.11
8
Definition of a Localized Conducting Path via Suppressed Charge Injection in Oxide Memristors for Stable Practical Hardware Neural Networks
Hyeongwook Kim, Jihwan Lee, Hyun Wook Kim, Jiyong Woo, Min-Hwi Kim, Sin-Hyung Lee
ACS Applied Materials & Interfaces, 2023.10
9
Biodegradable and Flexible Polymer-Based Memristor Possessing Optimized Synaptic Plasticity for Eco-Friendly Wearable Neural Networks with High Energy Efficiency
Sungjun Oh, Hyungjin Kim, Seong Eun Kim, Min-Hwi Kim, Hea-Lim Park, Sin-Hyung Lee
Advanced Intelligent Systems, 2023.02
10
Systematic Engineering of Metal Ion Injection in Memristors for Complex Neuromorphic Computing with High Energy Efficiency
Seong Eun Kim, Min-Hwi Kim, Jisu Jang, Hyungjin Kim, Sungjun Kim, Jaewon Jang, Jin-Hyuk Bae, In Man Kang, Sin-Hyung Lee