Quantization, training, parasitic resistance correction, and programming techniques of memristor-crossbar neural networks for edge intelligence
Tien Van Nguyen, Jiyong An, Seokjin Oh, Son Ngoc Truong, Kyeong-Sik Min
Neuromorphic Computing and Engineering (NCE), 2022.07
2
Synapse-Neuron-Aware Training Scheme of Defect-Tolerant Neural Networks with Defective Memristor Crossbars
Jiyong An, Seokjin Oh, Tien Van Nguyen, Kyeong-sik Min
Micromachines, 2022.02
3
Defect-Tolerant Memristor Crossbar Circuits for Local Learning Neural Networks
Seokjin Oh, Rina Yoon, Kyeong-Sik Min
Nanomaterials, 2025
4
Reservoir computing determined by nonlinear weight dynamics in Gd-doped CeO₂/CeO₂ bi-layered oxide memristors
Sola Moon, Cheolhong Park, Yunyoung Jung, Kyeong-Sik Min, Hyunhyub Ko, Tae-Sik Yoon
Journal of Materials Chemistry C, 2025.02
5
Comparative Study on Energy Consumption of Neural Networks by Scaling of Weight-Memory Energy Versus Computing Energy for Implementing Low-Power Edge Intelligence
Ilpyeong Yoon, Jihwan Mun, Kyeong-Sik Min
Electronics, 2025.07
6
Binary-Weighted Neural Networks Using FeRAM Array for Low-Power AI Computing
Seung-Myeong Cho, Jaesung Lee, Hyejin Jo, Dai Yun, Jihwan Moon, Kyeong-Sik Min
Nanomaterials, 2025.07
7
Memristor-CMOS Hybrid Circuits Implementing Event-Driven Neural Networks for Dynamic Vision Sensor Camera
Rina Yoon, Seokjin Oh, Seungmyeong Cho, Kyeong-Sik Min
Micromachines, 2024.03
8
Assessing the Role of Yarn Placement in Plated Knit Strain Sensors: A Detailed Study of Their Electromechanical Properties and Applicability in Bending Cycle Monitoring
Youn-Hee Kim, Juwon Jun, You-Kyung Oh, Hee-Ji Choi, Mi-Jung Lee, Kyeong-Sik Min, Sung-Hyon Kim, Hyunseung Lee, Ho-Seok Nam, Son Singh, Byoung-Joon Kim, Jaegab Lee
Sensors, 2024.03
9
Optimization of Memristor Crossbar’s Mapping Using Lagrange Multiplier Method and Genetic Algorithm for Reducing Crossbar’s Area and Delay Time