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ORCIDJoon Young Kwak
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2020 – today
- 2024
[j7]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:
Implementation of two-step gradual reset scheme for enhancing state uniformity of 2D hBN-based memristors for image processing. Neuromorph. Comput. Eng. 4(3): 34001 (2024)- [c9]Jongkil Park, YeonJoo Jeong, Jaewook Kim, Suyoun Lee, Joon Young Kwak, Jong-Keuk Park, Inho Kim:
High-Density Digital Neuromorphic Processor with High-Precision Neural and Synaptic Dynamics and Temporal Acceleration. AICAS 2024: 322-326 - 2023
- [j6]Jongkil Park, YeonJoo Jeong, Jaewook Kim, Suyoun Lee, Joon Young Kwak, Jong-Keuk Park, Inho Kim:
High Dynamic Range Digital Neuron Core With Time-Embedded Floating-Point Arithmetic. IEEE Trans. Circuits Syst. I Regul. Pap. 70(1): 290-301 (2023) - [c8]Daeyoung Kim, Jihyeok Choi, Mingyu Cheon, YeonJoo Jeong, Jaewook Kim, Joon Young Kwak, Jong-Keuk Park, Suyoun Lee, Inho Kim, Jongkil Park:
Real-time Neural Connectivity Inference with Presynaptic Spike-driven Spike Timing-Dependent Plasticity. EMBC 2023: 1-4 - [i3]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:
Gradient Scaling on Deep Spiking Neural Networks with Spike-Dependent Local Information. CoRR abs/2308.00558 (2023) - 2022
- [j5]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:
SPICE Study of STDP Characteristics in a Drift and Diffusive Memristor-Based Synapse for Neuromorphic Computing. IEEE Access 10: 6381-6392 (2022) - 2021
- [j4]Taeyoon Kim, Suman Hu, Jaewook Kim, Joon Young Kwak, Jongkil Park, Suyoun Lee, Inho Kim, Jong-Keuk Park, YeonJoo Jeong:
Spiking Neural Network (SNN) With Memristor Synapses Having Non-linear Weight Update. Frontiers Comput. Neurosci. 15: 646125 (2021) - 2020
- [j3]Parth Uday Kelkar, Hyun Soo Kim, Kyunghoon Cho, Joon Young Kwak, Chong-Yun Kang, Hyun-Cheol Song:
Cellular Auxetic Structures for Mechanical Metamaterials: A Review. Sensors 20(11): 3132 (2020) - [i2]Seong-il Im, Hyejin Lee, Jaesang Lee, Jae-Seung Jeong, Joon Young Kwak, Keunsu Kim, Jeong Ho Cho, Hyunsu Ju, Suyoun Lee:
Highly-scalable stochastic neuron based on Ovonic Threshold Switch (OTS) and its applications in Restricted Boltzmann Machine (RBM). CoRR abs/2010.10986 (2020)
2010 – 2019
- 2018
- [i1]Milim Lee, Youngjo Kim, Seong Won Cho, Joon Young Kwak, Hyunsu Ju, Yeonjin Yi, Byung-ki Cheong, Suyoun Lee:
A highly scalable and energy-efficient artificial neuron using an Ovonic Threshold Switch (OTS) featuring the spike-frequency adaptation and chaotic activity. CoRR abs/1810.08381 (2018) - 2017
- [j2]Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam:
Pedestrian Tracking Using Online Boosted Random Ferns Learning in Far-Infrared Imagery for Safe Driving at Night. IEEE Trans. Intell. Transp. Syst. 18(1): 69-81 (2017) - 2016
- [c7]Joon Young Kwak, Eun-Ju Lee, ByoungChul Ko, Mira Jeong:
Pedestrian's Intention Prediction Based on Fuzzy Finite Automata and Spatial-temporal Features. Video Surveillance and Transportation Imaging Applications 2016: 1-6 - [c6]Mira Jeong, Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam:
Facial landmark detection based on an ensemble of local weighted regressors during real driving situation. ICPR 2016: 2198-2203 - [c5]ByoungChul Ko, Joon Young Kwak, Jae-Yeal Nam:
Online learning based multiple pedestrians tracking in thermal imagery for safe driving at night. Intelligent Vehicles Symposium 2016: 78-79 - 2015
- [c4]Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam:
Multi-person Tracking Based on Body Parts and Online Random Ferns Learning of Thermal Images. WACV 2015: 41-46 - 2012
- [c3]Deok-Yeon Kim, Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam:
Human Detection Using Wavelet-Based CS-LBP and a Cascade of Random Forests. ICME 2012: 362-367 - 2011
- [c2]Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam:
Forest Smoke Detection Using CCD Camera and Spatial-temporal Variation of Smoke Visual Patterns. CGIV 2011: 141-144 - [c1]ByoungChul Ko, Joon Young Kwak, June Hyeok Hong, Jae-Yeal Nam:
Current trend in natural disaster warning systems based on computer vision techniques. ACPR 2011: 648-652
2000 – 2009
- 2008
- [j1]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:
High-Voltage Analog System for a Mobile NAND Flash. IEEE J. Solid State Circuits 43(2): 507-517 (2008)
Coauthor Index
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