Emerging memory technologies for neuromorphic computing CH Kim, S Lim, SY Woo, WM Kang, YT Seo, ST Lee, S Lee, D Kwon, S Oh, ...
Nanotechnology 30 (3), 032001, 2018
95 2018 Adaptive learning rule for hardware-based deep neural networks using electronic synapse devices S Lim, JH Bae, JH Eum, S Lee, CH Kim, D Kwon, BG Park, JH Lee
Neural Computing and Applications 31, 8101-8116, 2019
93 2019 Demonstration of unsupervised learning with spike-timing-dependent plasticity using a TFT-type NOR flash memory array CH Kim, S Lee, SY Woo, WM Kang, S Lim, JH Bae, J Kim, JH Lee
IEEE Transactions on Electron Devices 65 (5), 1774-1780, 2018
73 2018 A split-gate positive feedback device with an integrate-and-fire capability for a high-density low-power neuron circuit KB Choi, SY Woo, WM Kang, S Lee, CH Kim, JH Bae, S Lim, JH Lee
Frontiers in neuroscience 12, 704, 2018
43 2018 Adaptive weight quantization method for nonlinear synaptic devices D Kwon, S Lim, JH Bae, ST Lee, H Kim, CH Kim, BG Park, JH Lee
IEEE Transactions on Electron Devices 66 (1), 395-401, 2018
42 2018 Si-Based FET-Type Synaptic Device With Short-Term and Long-Term Plasticity Using High- YT Seo, MS Lee, CH Kim, SY Woo, JH Bae, BG Park, JH Lee
IEEE Transactions on Electron Devices 66 (2), 917-923, 2019
31 2019 A spiking neural network with a global self-controller for unsupervised learning based on spike-timing-dependent plasticity using flash memory synaptic devices WM Kang, CH Kim, S Lee, SY Woo, JH Bae, BG Park, JH Lee
2019 International Joint Conference on Neural Networks (IJCNN), 1-7, 2019
28 2019 Neuromorphic technology based on charge storage memory devices ST Lee, S Lim, N Choi, JH Bae, CH Kim, S Lee, DH Lee, T Lee, S Chung, ...
2018 IEEE Symposium on VLSI Technology, 169-170, 2018
28 2018 Neuromorphic device with excitatory and inhibitory functionalities J Lee, C Kim, WOO Sung-Yun
US Patent 9,431,099, 2016
27 2016 Hardware-based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality J Kim, D Kwon, SY Woo, WM Kang, S Lee, S Oh, CH Kim, JH Bae, ...
Neurocomputing 428, 153-165, 2021
26 2021 Implementation of homeostasis functionality in neuron circuit using double-gate device for spiking neural network SY Woo, KB Choi, J Kim, WM Kang, CH Kim, YT Seo, JH Bae, BG Park, ...
Solid-State Electronics 165, 107741, 2020
21 2020 Highly reliable inference system of neural networks using gated Schottky diodes S Lim, D Kwon, JH Eum, ST Lee, JH Bae, H Kim, CH Kim, BG Park, ...
IEEE Journal of the Electron Devices Society 7, 522-528, 2019
19 2019 Unsupervised online learning of temporal information in spiking neural network using thin-film transistor-type NOR flash memory devices S Oh, CH Kim, S Lee, JS Kim, JH Lee
Nanotechnology 30 (43), 435206, 2019
16 2019 Hardware-based neural networks using a gated Schottky diode as a synapse device S Lim, JH Bae, JH Eum, S Lee, CH Kim, D Kwon, JH Lee
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
16 2018 Initial synaptic weight distribution for fast learning speed and high recognition rate in STDP-based spiking neural network J Kim, CH Kim, SY Woo, WM Kang, YT Seo, S Lee, S Oh, JH Bae, ...
Solid-State Electronics 165, 107742, 2020
15 2020 On-chip trainable hardware-based deep Q-networks approximating a backpropagation algorithm J Kim, D Kwon, SY Woo, WM Kang, S Lee, S Oh, CH Kim, JH Bae, ...
Neural Computing and Applications 33, 9391-9402, 2021
11 2021 Unsupervised online learning with multiple postsynaptic neurons based on spike-timing-dependent plasticity using a thin-film transistor-type NOR flash memory array S Lee, CH Kim, S Oh, BG Park, JH Lee
Journal of Nanoscience and Nanotechnology 19 (10), 6050-6054, 2019
10 2019 Vertical neuromorphic devices stacked structure and array of the structure J Lee, C Kim, S Lim
US Patent 10,103,162, 2018
8 2018 Synaptic device using a floating fin-body MOSFET with memory functionality for neural network SY Woo, KB Choi, S Lim, ST Lee, CH Kim, WM Kang, D Kwon, JH Bae, ...
Solid-State Electronics 156, 23-27, 2019
7 2019 GIDL characteristics in gated-diode memory string and its application to current-steering digital-to-analog conversion CH Kim, JW Lee, J Kim, J Kim, JH Lee
IEEE Transactions on Electron Devices 62 (10), 3272-3277, 2015
6 2015 
Jong-Ho LeeDepartment of Electrical and Computer Engineering, Seoul National UniversityVahvistettu sähköpostiosoite verkkotunnuksessa snu.ac.kr
