발행물

전체 논문

66

51

Effect of Stochastic Resonance on Classification Accuracy of Neural Networks Utilizing Inherent Stochasticity in Threshold Voltage of Ovonic Threshold Switching Device
Choi, W., Kwak, M., Lee, D., Lee, S., Lee, C., Kim, S., Hwang, H.
IEEE Journal of the Electron Devices Society, 202208

52

Vertical Metal-Oxide Electrochemical Memory for High-Density Synaptic Array Based High-Performance Neuromorphic Computing
Lee, H, Ryu, D, Lee, G, Song, MK, Moon, H, Lee, J, Ryu, J, Kang, JH, Suh, J, Kim, S, Lim, J, Jeon, D, Kim, S, Kim, J, Lee, YS
ADVANCED ELECTRONIC MATERIALS, 202208

53

Neural Network Training With Asymmetric Crosspoint Elements
Onen, M., Gokmen, T., Todorov, T.K., Nowicki, T., del, Alamo J.A., Rozen, J., Haensch, W., Kim, S.
Frontiers in Artificial Intelligence, 202205

54

Impact of Asymmetric Weight Update on Neural Network Training With Tiki-Taka Algorithm
Lee, C, Noh, K, Ji, W, Gokmen, T, Kim, S
Frontiers in Neuroscience, 202201

55

Experimental measurement of ungated channel region conductance in a multi-terminal, metal oxide-based ECRAM
Kwak, H, Lee, C, Lee, C, Noh, K, Kim, S
SEMICONDUCTOR SCIENCE AND TECHNOLOGY, 202111

56

Impact of electrolyte density on synaptic characteristics of oxygen-based ionic synaptic transistor
Lee, C., Choi, W., Kwak, M., Kim, S., Hwang, H.
Applied Physics Letters, 202109

57

Improvement of Synaptic Properties in Oxygen-Based Synaptic Transistors Due to the Accelerated Ion Migration in Sub-Stoichiometric Channels
Lee, J., Nikam, R.D., Kwak, M., Kwak, H., Kim, S., Hwang, H.
Advanced Electronic Materials, 202108

58

Elucidating Ionic Programming Dynamics of Metal-Oxide Electrochemical Memory for Neuromorphic Computing
Jeong, Y., Lee, H., Ryu, D.G., Cho, S.H., Lee, G., Kim, S., Kim, S., Lee, Y.S.
Advanced Electronic Materials, 202108

59

Neural Network Training Acceleration With RRAM-Based Hybrid Synapses
Choi, W, Kwak, M, Kim, S, Hwang, H
FRONTIERS IN NEUROSCIENCE, 202106

60

Impact of Operating Temperature on Pattern Recognition Accuracy of Resistive Array-Based Hardware Neural Networks
Choi, W, Lee, C, Noh, S, Lee, J, Lee, H, Kim, S, Hwang, H
IEEE ELECTRON DEVICE LETTERS, 202105