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Byung‐Gook Park

seoul national university (snu)

46H-index
865Paper Count
1.2WCitation Count
Published Papers 89
Publication Date
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Efficient Hybrid Training Method for Neuromorphic Hardware Using Analog Nonvolatile Memory
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-01-01
err0
PREAI
errKwon, Dongseok; Woo, Sung Yun; Hwang, Joon; Kim, Hyeongsu; Bae, Jong-Ho; Shin, Wonjun; Park, Byung-Gook; Lee, Jong-Ho
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A novel pathway to construct gas concentration prediction model in real-world applications: Data augmentation; fast prediction; and interpolation and extrapolation
errSENSORS AND ACTUATORS B-CHEMICAL
IF7.7
err2023-05-01
err4
PREAI
errKim, Jaehyeon; Shin, Wonjun; Hong, Seongbin; Jeong, Yujeong; Jung, Gyuweon; Choi, Woo Young; Kim, Jae -Joon; Park, Byung-Gook; Lee, Jong-Ho
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Electric-Field-Induced Metal Filament Formation in Cobalt-Based CBRAM Observed by TEM
errACS APPLIED ELECTRONIC MATERIALS
IF4.7
err2023-03-08
err10
PREAI
errChoi, Yeon-Joon; Bang, Suhyun; Kim, Tae-Hyeon; Hong, Kyungho; Kim, Sungjoon; Kim, Sungjun; Park, Byung-Gook; Choi, Woo Young
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Fully integrated FET-type gas sensor with optimized signal-to-noise ratio for H2S gas detection
errSENSORS AND ACTUATORS B-CHEMICAL
IF7.7
err2022-09-01
err18
PREAI
errShin, Wonjun; Jeong, Yujeong; Hong, Seongbin; Jung, Gyuweon; Park, Jinwoo; Kim, Donghee; Park, Byung-Gook; Lee, Jong-Ho
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Optimization of the structural complexity of artificial neural network for hardware-driven neuromorphic computing application
errAPPLIED INTELLIGENCE
IF3.5
err2022-07-08
err13
errOAAI
errMohanan, Kannan Udaya; Cho, Seongjae; Park, Byung-Gook
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errSave
Medium-Temperature-Oxidized GeOx Resistive-Switching Random-Access Memory and Its Applicability in Processing-in-Memory Computing
errNANOSCALE RESEARCH LETTERS
IF4.1
err2022-07-05
err13
errOAAI
errMohanan, Kannan Udaya; Cho, Seongjae; Park, Byung-Gook
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errSave
4-bit Multilevel Operation in Overshoot Suppressed Al2O3/TiOx Resistive Random-Access Memory Crossbar Array
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2022-05-26
err45
errOAAI
errKim, Sungjoon; Park, Jinwoo; Kim, Tae-Hyeon; Hong, Kyungho; Hwang, Yeongjin; Park, Byung-Gook; Kim, Hyungjin
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errSave
Optimization of channel structure and bias condition for signal-to-noise ratio improvement in Si-based FET-type gas sensor with horizontal floating-gate
errSENSORS AND ACTUATORS B-CHEMICAL
IF7.7
err2022-04-01
err19
PREAI
errShin, Wonjun; Jung, Gyuweon; Hong, Seongbin; Jeong, Yujeong; Park, Jinwoo; Kim, Donghee; Park, Byung-Gook; Lee, Jong-Ho
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errSave
Impact of interlayer insulator formation methods on HfOx ferroelectricity in the metal-ferroelectric-insulator-semiconductor stack
errAPPLIED PHYSICS LETTERS
IF3.6
err2022-01-03
err6
PREAI
errMin, Kyung Kyu; Kwon, Seok Jin; Kim, Yeonwoo; Yu, Junsu; Lee, Jong-Ho; Park, Byung-Gook; Kwon, Daewoong
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Ferroelectricity of pure HfOx in metal-ferroelectric-insulator-semiconductor stacks and its memory application
errAPPLIED SURFACE SCIENCE
IF6.9
err2022-01-01
err20
PREAI
errMin, Kyung Kyu; Yu, Junsu; Kim, Yeonwoo; Kim, Chae Soo; Jang, Taejin; Hwang, Sungmin; Kim, Hyungjin; Lee, Jong-Ho; Kwon, Daewoong; Park, Byung-Gook
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errSave
On-Chip Trainable Spiking Neural Networks Using Time-To-First-Spike Encoding
errIEEE ACCESS
IF3.6
err2022-01-01
err2
errOAAI
errIm, Jiseong; Kim, Jaehyeon; Yoo, Ho-Nam; Baek, Jong-Won; Kwon, Dongseok; Oh, Seongbin; Kim, Jangsaeng; Hwang, Joon; Park, Byung-Gook; Lee, Jong-Ho
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errSave
A Fast Weight Transfer Method for Real-Time Online Learning in RRAM-Based Neuromorphic System
errIEEE ACCESS
IF3.6
err2022-01-01
err10
errOAAI
errKim, Min-Hwi; Lee, Sin-Hyung; Kim, Sungjun; Park, Byung-Gook
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errSave
Efficient fusion of spiking neural networks and FET-type gas sensors for a fast and reliable artificial olfactory system
errSENSORS AND ACTUATORS B-CHEMICAL
IF7.7
err2021-10-01
err28
PREAI
errKwon, Dongseok; Jung, Gyuweon; Shin, Wonjun; Jeong, Yujeong; Hong, Seongbin; Oh, Seongbin; Kim, Jaehyeon; Bae, Jong-Ho; Park, Byung-Gook; Lee, Jong-Ho
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errSave
Low-power and reliable gas sensing system based on recurrent neural networks
errSENSORS AND ACTUATORS B-CHEMICAL
IF7.7
err2021-08-01
err20
PREAI
errKwon, Dongseok; Jung, Gyuweon; Shin, Wonjun; Jeong, Yujeong; Hong, Seongbin; Oh, Seongbin; Bae, Jong-Ho; Park, Byung-Gook; Lee, Jong-Ho
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errSave
Direct Gradient Calculation: Simple and Variation-Tolerant On-Chip Training Method for Neural Networks
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2021-07-05
err6
PREAI
errKim, Hyungyo; Hwang, Joon; Kwon, Dongseok; Kim, Jangsaeng; Park, Min-Kyu; Im, Jiseong; Park, Byung-Gook; Lee, Jong-Ho
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errSave
Comparison of the characteristics of semiconductor gas sensors with different transducers fabricated on the same substrate
errSENSORS AND ACTUATORS B-CHEMICAL
IF7.7
err2021-05-01
err38
PREAI
errJung, Gyuweon; Shin, Wonjun; Hong, Seongbin; Jeong, Yujeong; Park, Jinwoo; Kim, Donghee; Bae, Jong-Ho; Park, Byung-Gook; Lee, Jong-Ho
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errSave
Multiplexed Silicon Nanowire Tunnel FET-Based Biosensors With Optimized Multi-Sensing Currents
errIEEE SENSORS JOURNAL
IF4.5
err2021-04-01
err20
PREAI
errKim, Sihyun; Lee, Ryoongbin; Kwon, Daewoong; Kim, Tae-Hyeon; Park, Tae Jung; Choi, Sung-Jin; Mo, Hyun-Sun; Kim, Dae Hwan; Park, Byung-Gook
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Retention Enhancement in Low Power NOR Flash Array with High-κ-Based Charge-Trapping Memory by Utilizing High Permittivity and High Bandgap of Aluminum Oxide
errMICROMACHINES
IF3
err2021-03-19
err5
errOAAI
errSong, Young Suh; Park, Byung-Gook
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Hardware -based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality
errNEUROCOMPUTING
IF6.5
err2021-03-01
err21
PREAI
errKim, Jangsaeng; Kwon, Dongseok; Woo, Sung Yun; Kang, Won-Mook; Lee, Soochang; Oh, Seongbin; Kim, Chul-Heung; Bae, Jong-Ho; Park, Byung-Gook; Lee, Jong-Ho
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errSave
Low-Latency Spiking Neural Networks Using Pre-Charged Membrane Potential and Delayed Evaluation
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2021-02-18
err20
errOAAI
errHwang, Sungmin; Chang, Jeesoo; Oh, Min-Hye; Min, Kyung Kyu; Jang, Taejin; Park, Kyungchul; Yu, Junsu; Lee, Jong-Ho; Park, Byung-Gook
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
C
Cheol Seong Hwang
H-index: 96 · Papers: 971
Y
Young‐Min Kim
H-index: 80 · Papers: 1.6K
T
T. I. Kamins
H-index: 66 · Papers: 469
T
Tae Jung Park
H-index: 62 · Papers: 501
陈
陈佳 (Jia Chen)
H-index: 60 · Papers: 540
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