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 |
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 | 55 | 2020 |
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 | 54 | 2019 |
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 | 49 | 2019 |
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 |
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 | 22 | 2020 |
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 | 20 | 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 |
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 | 17 | 2021 |
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 | 8 | 2019 |
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 | 5 | 2020 |
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 | 5 | 2020 |
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 | 4 | 2019 |
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 | 3 | 2022 |
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 |