Byung‐Gook Park - Publications, H-index & Citations

Byung‐Gook Park

seoul national university (snu)

46H指数

865论文数

1.2W被引数

收录论文 89

发表时间

Efficient Hybrid Training Method for Neuromorphic Hardware Using Analog Nonvolatile Memory 使用模拟非易失性存储器的神经形态硬件的高效混合训练方法

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-01-01

PREAI

Kwon, Dongseok; Woo, Sung Yun; Hwang, Joon; Kim, Hyeongsu; Bae, Jong-Ho; Shin, Wonjun; Park, Byung-Gook; Lee, Jong-Ho

A novel pathway to construct gas concentration prediction model in real-world applications: Data augmentation; fast prediction; and interpolation and extrapolation

SENSORS AND ACTUATORS B-CHEMICAL

IF7.7

2023-05-01

PREAI

Kim, Jaehyeon; Shin, Wonjun; Hong, Seongbin; Jeong, Yujeong; Jung, Gyuweon; Choi, Woo Young; Kim, Jae -Joon; Park, Byung-Gook; Lee, Jong-Ho

Electric-Field-Induced Metal Filament Formation in Cobalt-Based CBRAM Observed by TEM

ACS APPLIED ELECTRONIC MATERIALS

IF4.7

2023-03-08

PREAI

Choi, Yeon-Joon; Bang, Suhyun; Kim, Tae-Hyeon; Hong, Kyungho; Kim, Sungjoon; Kim, Sungjun; Park, Byung-Gook; Choi, Woo Young

Fully integrated FET-type gas sensor with optimized signal-to-noise ratio for H2S gas detection 具有优化信噪比的全集成FET型气体传感器，用于H2S气体检测

SENSORS AND ACTUATORS B-CHEMICAL

IF7.7

2022-09-01

PREAI

Shin, Wonjun; Jeong, Yujeong; Hong, Seongbin; Jung, Gyuweon; Park, Jinwoo; Kim, Donghee; Park, Byung-Gook; Lee, Jong-Ho

Optimization of the structural complexity of artificial neural network for hardware-driven neuromorphic computing application

APPLIED INTELLIGENCE

IF3.5

2022-07-08

OAAI

Mohanan, Kannan Udaya; Cho, Seongjae; Park, Byung-Gook

Medium-Temperature-Oxidized GeOx Resistive-Switching Random-Access Memory and Its Applicability in Processing-in-Memory Computing

NANOSCALE RESEARCH LETTERS

IF4.1

2022-07-05

OAAI

Mohanan, Kannan Udaya; Cho, Seongjae; Park, Byung-Gook

4-bit Multilevel Operation in Overshoot Suppressed Al2O3/TiOx Resistive Random-Access Memory Crossbar Array

ADVANCED INTELLIGENT SYSTEMS

IF6.1

2022-05-26

OAAI

Kim, Sungjoon; Park, Jinwoo; Kim, Tae-Hyeon; Hong, Kyungho; Hwang, Yeongjin; Park, Byung-Gook; Kim, Hyungjin

Optimization of channel structure and bias condition for signal-to-noise ratio improvement in Si-based FET-type gas sensor with horizontal floating-gate

SENSORS AND ACTUATORS B-CHEMICAL

IF7.7

2022-04-01

PREAI

Shin, Wonjun; Jung, Gyuweon; Hong, Seongbin; Jeong, Yujeong; Park, Jinwoo; Kim, Donghee; Park, Byung-Gook; Lee, Jong-Ho

Impact of interlayer insulator formation methods on HfOx ferroelectricity in the metal-ferroelectric-insulator-semiconductor stack

APPLIED PHYSICS LETTERS

IF3.6

2022-01-03

PREAI

Min, Kyung Kyu; Kwon, Seok Jin; Kim, Yeonwoo; Yu, Junsu; Lee, Jong-Ho; Park, Byung-Gook; Kwon, Daewoong

Ferroelectricity of pure HfOx in metal-ferroelectric-insulator-semiconductor stacks and its memory application 金属-铁电-绝缘体-半导体叠层中纯HfOx的铁电性及其存储应用

APPLIED SURFACE SCIENCE

IF6.9

2022-01-01

PREAI

Min, Kyung Kyu; Yu, Junsu; Kim, Yeonwoo; Kim, Chae Soo; Jang, Taejin; Hwang, Sungmin; Kim, Hyungjin; Lee, Jong-Ho; Kwon, Daewoong; Park, Byung-Gook

On-Chip Trainable Spiking Neural Networks Using Time-To-First-Spike Encoding

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Im, Jiseong; Kim, Jaehyeon; Yoo, Ho-Nam; Baek, Jong-Won; Kwon, Dongseok; Oh, Seongbin; Kim, Jangsaeng; Hwang, Joon; Park, Byung-Gook; Lee, Jong-Ho

A Fast Weight Transfer Method for Real-Time Online Learning in RRAM-Based Neuromorphic System

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Kim, Min-Hwi; Lee, Sin-Hyung; Kim, Sungjun; Park, Byung-Gook

Efficient fusion of spiking neural networks and FET-type gas sensors for a fast and reliable artificial olfactory system

SENSORS AND ACTUATORS B-CHEMICAL

IF7.7

2021-10-01

PREAI

Kwon, Dongseok; Jung, Gyuweon; Shin, Wonjun; Jeong, Yujeong; Hong, Seongbin; Oh, Seongbin; Kim, Jaehyeon; Bae, Jong-Ho; Park, Byung-Gook; Lee, Jong-Ho

Low-power and reliable gas sensing system based on recurrent neural networks

SENSORS AND ACTUATORS B-CHEMICAL

IF7.7

2021-08-01

PREAI

Kwon, Dongseok; Jung, Gyuweon; Shin, Wonjun; Jeong, Yujeong; Hong, Seongbin; Oh, Seongbin; Bae, Jong-Ho; Park, Byung-Gook; Lee, Jong-Ho

Direct Gradient Calculation: Simple and Variation-Tolerant On-Chip Training Method for Neural Networks

ADVANCED INTELLIGENT SYSTEMS

IF6.1

2021-07-05

PREAI

Kim, Hyungyo; Hwang, Joon; Kwon, Dongseok; Kim, Jangsaeng; Park, Min-Kyu; Im, Jiseong; Park, Byung-Gook; Lee, Jong-Ho

Comparison of the characteristics of semiconductor gas sensors with different transducers fabricated on the same substrate

SENSORS AND ACTUATORS B-CHEMICAL

IF7.7

2021-05-01

PREAI

Jung, Gyuweon; Shin, Wonjun; Hong, Seongbin; Jeong, Yujeong; Park, Jinwoo; Kim, Donghee; Bae, Jong-Ho; Park, Byung-Gook; Lee, Jong-Ho

Multiplexed Silicon Nanowire Tunnel FET-Based Biosensors With Optimized Multi-Sensing Currents 具有优化的多传感电流的基于复用硅纳米线隧道FET的生物传感器

IEEE SENSORS JOURNAL

IF4.5

2021-04-01

PREAI

Kim, Sihyun; Lee, Ryoongbin; Kwon, Daewoong; Kim, Tae-Hyeon; Park, Tae Jung; Choi, Sung-Jin; Mo, Hyun-Sun; Kim, Dae Hwan; Park, Byung-Gook

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 利用氧化铝的高介电常数和高带隙增强具有高 κ 基电荷捕获存储器的低功耗NOR闪存阵列的保持能力

MICROMACHINES

IF3

2021-03-19

OAAI

Song, Young Suh; Park, Byung-Gook

Hardware -based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality

NEUROCOMPUTING

IF6.5

2021-03-01

PREAI

Kim, 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

Low-Latency Spiking Neural Networks Using Pre-Charged Membrane Potential and Delayed Evaluation 使用预充电膜电位和延迟评估的低延迟尖峰神经网络

FRONTIERS IN NEUROSCIENCE

IF3.2

2021-02-18

OAAI

Hwang, Sungmin; Chang, Jeesoo; Oh, Min-Hye; Min, Kyung Kyu; Jang, Taejin; Park, Kyungchul; Yu, Junsu; Lee, Jong-Ho; Park, Byung-Gook

研究方向