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Hyeongsu Kim
Hyeongsu Kim
Correu electrònic verificat a snu.ac.kr
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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
952018
On-chip training spiking neural networks using approximated backpropagation with analog synaptic devices
D Kwon, S Lim, JH Bae, ST Lee, H Kim, YT Seo, S Oh, J Kim, K Yeom, ...
Frontiers in neuroscience 14, 423, 2020
552020
High-density and highly-reliable binary neural networks using NAND flash memory cells as synaptic devices
ST Lee, H Kim, JH Bae, H Yoo, NY Choi, D Kwon, S Lim, BG Park, JH Lee
2019 IEEE International Electron Devices Meeting (IEDM), 38.4. 1-38.4. 4, 2019
542019
Reconfigurable field-effect transistor as a synaptic device for XNOR binary neural network
JH Bae, H Kim, D Kwon, S Lim, ST Lee, BG Park, JH Lee
IEEE Electron Device Letters 40 (4), 624-627, 2019
492019
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
422018
NAND flash based novel synaptic architecture for highly robust and high-density quantized neural networks with binary neuron activation of (1, 0)
ST Lee, D Kwon, H Kim, H Yoo, JH Lee
IEEE Access 8, 114330-114339, 2020
222020
Efficient precise weight tuning protocol considering variation of the synaptic devices and target accuracy
H Kim, JH Bae, S Lim, ST Lee, YT Seo, D Kwon, BG Park, JH Lee
Neurocomputing 378, 189-196, 2020
202020
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
192019
Novel method enabling forward and backward propagations in NAND flash memory for on-chip learning
ST Lee, G Yeom, H Yoo, HS Kim, S Lim, JH Bae, BG Park, JH Lee
IEEE Transactions on Electron Devices 68 (7), 3365-3370, 2021
172021
Review of candidate devices for neuromorphic applications
JH Lee, SY Woo, ST Lee, S Lim, WM Kang, YT Seo, S Lee, D Kwon, S Oh, ...
ESSDERC 2019-49th European Solid-State Device Research Conference (ESSDERC …, 2019
82019
Pruning for hardware-based deep spiking neural networks using gated schottky diode as synaptic devices
ST Lee, S Lim, JH Bae, D Kwon, HS Kim, BG Park, JH Lee
Journal of Nanoscience and Nanotechnology 20 (11), 6603-6608, 2020
52020
Effect of word-line bias on linearity of multi-level conductance steps for multi-layer neural networks based on NAND flash cells
ST Lee, S Lim, N Choi, JH Bae, D Kwon, HS Kim, BG Park, JH Lee
Journal of Nanoscience and Nanotechnology 20 (7), 4138-4142, 2020
52020
Near-linear potentiation mechanism of gated Schottky diode as a synaptic device
JH Bae, S Lim, D Kwon, JH Eum, ST Lee, H Kim, BG Park, JH Lee
IEEE Journal of the Electron Devices Society 7, 335-343, 2019
42019
Variation-Tolerant Capacitive Array for Binarized Neural Network
H Kim, SY Woo, S Lee, YT Seo, BG Park, JH Lee
IEEE Electron Device Letters 43 (3), 478-481, 2022
32022
Gated Schottky Diode-Type Synaptic Device with a Field-Plate Structure to Reduce the Forward Current
JH Bae, S Lim, D Kwon, ST Lee, H Kim, JH Lee
Journal of Nanoscience and Nanotechnology 19 (10), 6135-6138, 2019
2019
Input Voltage Scheme for DOT Product Engine Using NAND Flash Cells
ST Lee, S Lim, N Choi, JH Bae, D Kwon, HS Kim, BG Park, JH Lee
2019 China Semiconductor Technology International Conference (CSTIC), 1-3, 2019
2019
Dot Product Engine Using Gated Schottky Diode with Quantized Weight
ST Lee, S Lim, JH Bae, D Kwon, HS Kim, BG Park, JH Lee
2019 Electron Devices Technology and Manufacturing Conference (EDTM), 324-326, 2019
2019
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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