Joon Young Kwak

21 papers A 2B 2Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Emerging Neuromorphic Devices-Compatible SNN Hardware With Adaptive STDP and Validation Using Novel CMOS Neuron-Synapse Circuits.
IEEE Access
Min Jee Kim, Hyung-Min Lee, Yeonjoo Jeong, Joon Young Kwak
2024 — conf
Adaptive Spiking Neural Network Neuromorphic Hardware for Interfacing Between Emerging Neuron and Synaptic Devices.
BioCAS
Min Jee Kim, Jaegwang Im, Keonhee Kim, Yooyeon Jo, Gichang Noh, Eunpyo Park, Dae Kyu Lee, Inho Kim, Yeonjoo Jeong, Hyung-Min Lee, Joon Young Kwak
2024 — conf
High-Density Digital Neuromorphic Processor with High-Precision Neural and Synaptic Dynamics and Temporal Acceleration.
AICAS
Jongkil Park, Yeonjoo Jeong, Jaewook Kim, Suyoun Lee, Joon Young Kwak, Jong-Keuk Park, Inho Kim
2024 J jnl
Implementation of two-step gradual reset scheme for enhancing state uniformity of 2D hBN-based memristors for image processing.
Neuromorph. Comput. Eng.
Dongyeon Woo, Gichang Noh, Eunpyo Park, Min Jee Kim, Dae Kyu Lee, Yong Woo Sung, Jaewook Kim, Yeonjoo Jeong, Jongkil Park, Seongsik Park, Hyun Jae Jang, Nakwon Choi, Yooyeon Jo, Joon Young Kwak
2023 J jnl
Gradient Scaling on Deep Spiking Neural Networks with Spike-Dependent Local Information.
CoRR
Seongsik Park, Jeonghee Jo, Jongkil Park, Yeonjoo Jeong, Jaewook Kim, Suyoun Lee, Joon Young Kwak, Inho Kim, Jong-Keuk Park, Kyeong Seok Lee, Gye Weon Hwang, Hyun Jae Jang
2023 J jnl
High Dynamic Range Digital Neuron Core With Time-Embedded Floating-Point Arithmetic.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jongkil Park, Yeonjoo Jeong, Jaewook Kim, Suyoun Lee, Joon Young Kwak, Jong-Keuk Park, Inho Kim
2023 — conf
Real-time Neural Connectivity Inference with Presynaptic Spike-driven Spike Timing-Dependent Plasticity.
EMBC
Daeyoung Kim, JiHyeok Choi, Mingyu Cheon, Yeonjoo Jeong, Jaewook Kim, Joon Young Kwak, Jong-Keuk Park, Suyoun Lee, Inho Kim, Jongkil Park
2022 J jnl
SPICE Study of STDP Characteristics in a Drift and Diffusive Memristor-Based Synapse for Neuromorphic Computing.
IEEE Access
Suman Hu, Jaehyun Kang, Taeyoon Kim, Suyoun Lee, Jong-Keuk Park, Inho Kim, Jaewook Kim, Joon Young Kwak, Jongkil Park, Gyu-Tae Kim, Shinhyun Choi, Yeonjoo Jeong
2021 J jnl
Spiking Neural Network (SNN) With Memristor Synapses Having Non-linear Weight Update.
Frontiers Comput. Neurosci.
Taeyoon Kim, Suman Hu, Jaewook Kim, Joon Young Kwak, Jongkil Park, Suyoun Lee, Inho Kim, Jong-Keuk Park, Yeonjoo Jeong
2020 J jnl
Cellular Auxetic Structures for Mechanical Metamaterials: A Review.
Sensors
Parth Uday Kelkar, Hyun Soo Kim, Kyunghoon Cho, Joon Young Kwak, Chong-Yun Kang, Hyun-Cheol Song
2020 J jnl
Highly-scalable stochastic neuron based on Ovonic Threshold Switch (OTS) and its applications in Restricted Boltzmann Machine (RBM).
CoRR
Seong-il Im, Hyejin Lee, Jaesang Lee, Jae-Seung Jeong, Joon Young Kwak, Keunsu Kim, Jeong Ho Cho, Hyunsu Ju, Suyoun Lee
2018 J jnl
A highly scalable and energy-efficient artificial neuron using an Ovonic Threshold Switch (OTS) featuring the spike-frequency adaptation and chaotic activity.
CoRR
Milim Lee, Youngjo Kim, Seong Won Cho, Joon Young Kwak, Hyunsu Ju, Yeonjin Yi, Byung-ki Cheong, Suyoun Lee
2017 J jnl
Pedestrian Tracking Using Online Boosted Random Ferns Learning in Far-Infrared Imagery for Safe Driving at Night.
IEEE Trans. Intell. Transp. Syst.
Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam
2016 B conf
Facial landmark detection based on an ensemble of local weighted regressors during real driving situation.
ICPR
Mira Jeong, Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam
2016 B conf
Online learning based multiple pedestrians tracking in thermal imagery for safe driving at night.
Intelligent Vehicles Symposium
ByoungChul Ko, Joon Young Kwak, Jae-Yeal Nam
2016 — conf
Pedestrian's Intention Prediction Based on Fuzzy Finite Automata and Spatial-temporal Features.
Video Surveillance and Transportation Imaging Applications
Joon Young Kwak, Eun-Ju Lee, ByoungChul Ko, Mira Jeong
2015 A conf
Multi-person Tracking Based on Body Parts and Online Random Ferns Learning of Thermal Images.
WACV
Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam
2012 A conf
Human Detection Using Wavelet-Based CS-LBP and a Cascade of Random Forests.
ICME
Deok-Yeon Kim, Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam
2011 — conf
Current trend in natural disaster warning systems based on computer vision techniques.
ACPR
ByoungChul Ko, Joon Young Kwak, June Hyeok Hong, Jae-Yeal Nam
2011 — conf
Forest Smoke Detection Using CCD Camera and Spatial-temporal Variation of Smoke Visual Patterns.
CGIV
Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam
2008 J jnl
High-Voltage Analog System for a Mobile NAND Flash.
IEEE J. Solid State Circuits
Yong Hoon Kang, Jin-Kook Kim, Sang Won Hwang, Joon Young Kwak, Jun-Yong Park, Daeyong Kim, Chan Ho Kim, Jong-Yeol Park, Yong-Taek Jeong, Jong Nam Baek, Su Chang Jeon, Pyungmoon Jang, Sang Hoon Lee, You-Sang Lee, Min-Seok Kim, Jin-Yub Lee, Yun Ho Choi