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Joon Hwang
Joon Hwang
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Comprehensive and accurate analysis of the working principle in ferroelectric tunnel junctions using low-frequency noise spectroscopy
W Shin, KK Min, JH Bae, J Yim, D Kwon, Y Kim, J Yu, J Hwang, BG Park, ...
Nanoscale 14 (6), 2177-2185, 2022
352022
Spiking neural networks with time-to-first-spike coding using TFT-type synaptic device model
S Oh, S Lee, SY Woo, D Kwon, J Im, J Hwang, JH Bae, BG Park, JH Lee
IEEE Access 9, 78098-78107, 2021
152021
Analog Synaptic Devices Based on IGZO Thin‐Film Transistors with a Metal–Ferroelectric–Metal–Insulator–Semiconductor Structure for High‐Performance Neuromorphic Systems
D Kwon, EC Park, W Shin, RH Koo, J Hwang, JH Bae, D Kwon, JH Lee
Advanced Intelligent Systems 5 (12), 2300125, 2023
112023
Reconfigurable neuromorphic computing block through integration of flash synapse arrays and super-steep neurons
D Kwon, SY Woo, KH Lee, J Hwang, H Kim, SH Park, W Shin, JH Bae, ...
Science advances 9 (29), eadg9123, 2023
112023
Retention improvement in vertical NAND flash memory using 1-bit soft erase scheme and its effects on neural networks
SH Park, D Kwon, HN Yoo, JW Back, J Hwang, Y Yang, JJ Kim, JH Lee
2022 International Electron Devices Meeting (IEDM), 5.5. 1-5.5. 4, 2022
112022
Highly efficient self-curing method in MOSFET using parasitic bipolar junction transistor
W Shin, RH Koo, S Hong, D Kwon, J Hwang, BG Park, JH Lee
IEEE Electron Device Letters 43 (7), 1001-1004, 2022
112022
Cointegration of the TFT-type AND flash synaptic array and CMOS circuits for a hardware-based neural network
MK Park, WM Kang, RH Koo, JH Kim, J Hwang, JH Bae, JJ Kim, JH Lee
IEEE Transactions on Electron Devices 70 (1), 93-98, 2022
102022
Direct Gradient Calculation: Simple and Variation‐Tolerant On‐Chip Training Method for Neural Networks
H Kim, J Hwang, D Kwon, J Kim, MK Park, J Im, BG Park, JH Lee
Advanced Intelligent Systems 3 (8), 2100064, 2021
82021
CMOS-compatible low-power gated diode synaptic device for hardware-based neural network
MK Park, HN Yoo, J Hwang, SY Woo, D Kwon, YT Seo, JH Lee, JH Bae
IEEE Transactions on Electron Devices 69 (2), 832-837, 2021
72021
Si‐Based Dual‐Gate Field‐Effect Transistor Array for Low‐Power On‐Chip Trainable Hardware Neural Networks
KH Lee, D Kwon, IS Lee, J Hwang, J Im, JH Bae, WY Choi, SY Woo, ...
Advanced Intelligent Systems 6 (1), 2300490, 2024
32024
First Demonstration of Innovative 3D AND-Type Fully-Parallel Convolution Block with Ultra-High Area-and Energy-Efficiency
J Kim, J Im, J Ko, S Lee, D Kwon, W Shin, J Hwang, RH Koo, WY Choi, ...
2023 International Electron Devices Meeting (IEDM), 1-4, 2023
32023
Accurate SPICE model for cells with tube-type poly-si channel in cell strings of vertical NAND flash memory
J Hwang, HN Yoo, KH Lee, JW Back, MK Park, Y Yang, WY Choi, JH Lee
IEEE Transactions on Electron Devices 70 (10), 5469-5474, 2023
32023
Super-steep synapses based on positive feedback devices for reliable binary neural networks
D Kwon, H Kim, KH Lee, J Hwang, W Shin, JH Bae, SY Woo, JH Lee
Applied Physics Letters 122 (10), 2023
32023
Hardware-based ternary neural network using AND-type poly-Si TFT array and its optimization guideline
D Kwon, MK Park, WM Kang, J Hwang, RH Koo, JH Bae, JH Lee
IEEE Transactions on Electron Devices 70 (8), 4206-4212, 2023
22023
Power and Area-Efficient XNOR-AND Hybrid Binary Neural Networks Using TFT-Type Synaptic Device
IS Lee, H Kim, MK Park, J Hwang, RH Koo, JJ Kim, JH Lee
IEEE Electron Device Letters 44 (2), 325-328, 2022
22022
CRUS: A hardware-efficient algorithm mitigating highly nonlinear weight update in CIM crossbar arrays for artificial neural networks
J Lee, J Hwang, Y Cho, MK Park, WY Choi, S Kim, JH Lee
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 8 …, 2022
22022
On-chip trainable spiking neural networks using time-to-first-spike encoding
J Im, J Kim, HN Yoo, JW Baek, D Kwon, S Oh, J Kim, J Hwang, BG Park, ...
IEEE Access 10, 31263-31272, 2022
22022
Utilization of unsigned inputs for NAND flash-based parallel and high-density synaptic architecture in binary neural networks
ST Lee, G Yeom, J Hwang, H Kim, H Yoo, BG Park, JH Lee
IEEE Journal of the Electron Devices Society 9, 1049-1054, 2021
22021
Optimization of co-sputtered zinc indium tin oxide-based MOSFET-type sensor for effective NO2 gas detection
H Shin, J Park, D Kim, K Choi, MK Park, J Hwang, S Lee, YC Joo, G Jung, ...
Sensors and Actuators B: Chemical 428, 137262, 2025
12025
Novel floating-gate structure of In2O3 thin-film transistor-based gas sensor for improved gas sensing properties
G Yeom, J Park, MK Park, J Hwang, JH Lee
Sensors and Actuators B: Chemical 426, 137046, 2025
12025
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