Joon Young Kwak

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 14

Top Topics

High Dynamic Range

Synaptic Weights

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

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)
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) (2024)
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)
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) (2023)
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 (2023)
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 (2022)
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 (2021)
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) (2020)
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 (2020)
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 (2018)
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) (2017)
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)
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)
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)
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)
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)
Joon Young Kwak, ByoungChul Ko, Jae-Yeal Nam
Forest Smoke Detection Using CCD Camera and Spatial-temporal Variation of Smoke Visual Patterns. CGIV (2011)
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)
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) (2008)