Song-Ju Kim

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 19

Top Topics

Wireless Sensor

Selection Algorithm

Decision Making

Reinforcement Learning

Top Venues

Publications

Minoru Fujisawa, Hiroyuki Yasuda, Ryosuke Isogai, Maki Arai, Yoshifumi Yoshida, Aohan Li, Song-Ju Kim, Mikio Hasegawa
An efficient beaconing of bluetooth low energy by decision making algorithm. Discov. Artif. Intell. 4 (1) (2024)
Takuma Osada, Hiroyuki Yasuda, Aohan Li, Song-Ju Kim, Mikio Hasegawa
Design and Implementation of Decentralized TDMA for Low Power IoT Devices Based on Desynchronization of Nonlinear Oscillators. ICAIIC (2023)
Ikumi Urabe, Aohan Li, Minoru Fujisawa, Song-Ju Kim, Mikio Hasegawa
Combinatorial MAB-Based Joint Channel and Spreading Factor Selection for LoRa Devices. Sensors 23 (15) (2023)
Daisuke Yamamoto, Honami Furukawa, Aohan Li, Yusuke Ito, Koya Sato, Koji Oshima, So Hasegawa, Yoshito Watanabe, Yozo Shoji, Song-Ju Kim, Mikio Hasegawa
Performance Evaluation of Reinforcement Learning Based Distributed Channel Selection Algorithm in Massive IoT Networks. IEEE Access 10 (2022)
Aohan Li, Ikumi Urabe, Minoru Fujisawa, So Hasegawa, Hiroyuki Yasuda, Song-Ju Kim, Mikio Hasegawa
A Lightweight Transmission Parameter Selection Scheme Using Reinforcement Learning for LoRaWAN. CoRR (2022)
Song-Ju Kim, Taiki Takahashi, Kazuo Sano
A Balance for Fairness: Fair Distribution Utilising Physics in Games of Characteristic Function Form. CoRR (2021)
Honami Furukawa, Aohan Li, Yozo Shoji, Yoshito Watanabe, Song-Ju Kim, Koya Sato, Yiannis Andreopoulos, Mikio Hasegawa
A Channel Selection Algorithm Using Reinforcement Learning for Mobile Devices in Massive IoT System. CCNC (2021)
Song-Ju Kim, Hiroyuki Yasuda, Ryoma Kitagawa, Mikio Hasegawa
Resource allocation method using tug-of-war-based synchronization. CoRR (2021)
Aohan Li, Minoru Fujisawa, Ikumi Urabe, Ryoma Kitagawa, Song-Ju Kim, Mikio Hasegawa
A Lightweight Decentralized Reinforcement Learning Based Channel Selection Approach for High-Density LoRaWAN. DySPAN (2021)
So Hasegawa, Song-Ju Kim, Yozo Shoji, Mikio Hasegawa
Performance Evaluation of Machine Learning Based Channel Selection Algorithm Implemented on IoT Sensor Devices in Coexisting IoT Networks. CCNC (2020)
So Hasegawa, Ryoma Kitagawa, Takumi Ito, Takashi Nakajima, Song-Ju Kim, Yozo Shoji, Mikio Hasegawa
Performance Evaluation of Machine Learning Based Channel Selection Algorithm Implemented on IoT Sensor Devices and Its Application to Wireless Sensor Network for Building Monitoring System. ICAIIC (2020)
Song-Ju Kim, Kaori Ohkoda, Masashi Aono, Hisashi Shima, Makoto Takahashi, Yasuhisa Naitoh, Hiroyuki Akinaga
Reinforcement Learning System Comprising Resistive Analog Neuromorphic Devices. IRPS (2019)
Jing Ma, Tomoya Nagatsuma, Song-Ju Kim, Mikio Hasegawa
A Machine-Learning-Based Channel Assignment Algorithm for IoT. ICAIIC (2019)
Makoto Naruse, Song-Ju Kim, Masashi Aono, Martin Berthel, Aurélien Drezet, Serge Huant, Hirokazu Hori
Category Theoretic Analysis of Photon-Based Decision Making. Int. J. Inf. Technol. Decis. Mak. 17 (5) (2018)
Song-Ju Kim, Taiki Takahashi
Performance in Multi-Armed Bandit Tasks in Relation to Ambiguity-Preference Within a Learning Algorithm. Frontiers Appl. Math. Stat. 4 (2018)
Takatomo Mihana, Yuta Terashima, Makoto Naruse, Song-Ju Kim, Atsushi Uchida
Memory Effect on Adaptive Decision Making with a Chaotic Semiconductor Laser. Complex. 2018 (2018)
Makoto Naruse, Yuta Terashima, Atsushi Uchida, Song-Ju Kim
Ultrafast photonic reinforcement learning based on laser chaos. CoRR (2017)
Makoto Naruse, Martin Berthel, Aurélien Drezet, Serge Huant, Hirokazu Hori, Song-Ju Kim
Single photon in hierarchical architecture for physical reinforcement learning: Photon intelligence. CoRR (2016)
Makoto Naruse, Song-Ju Kim, Masashi Aono, Martin Berthel, Aurélien Drezet, Serge Huant, Hirokazu Hori
Category theoretic analysis of single-photon decision maker. CoRR (2016)
Song-Ju Kim, Masashi Aono
Decision Maker using Coupled Incompressible-Fluid Cylinders. CoRR (2015)
Song-Ju Kim, Makoto Naruse, Masashi Aono
Harnessing Natural Fluctuations: Analogue Computer for Efficient Socially Maximal Decision Making. CoRR (2015)
Song-Ju Kim, Tohru Tsuruoka, Tsuyoshi Hasegawa, Masakazu Aono
Decision Maker based on Atomic Switches. CoRR (2015)
Masashi Aono, Song-Ju Kim, Masahiko Hara, Toshinori Munakata
Amoeba-inspired Tug-of-War algorithms for exploration-exploitation dilemma in extended Bandit Problem. Biosyst. 117 (2014)
Song-Ju Kim, Masashi Aono, Etsushi Nameda
Efficient Decision-Making by Volume-Conserving Physical Object. CoRR (2014)
Liping Zhu, Masashi Aono, Song-Ju Kim, Masahiko Hara
Amoeba-based computing for traveling salesman problem: Long-term correlations between spatially separated individual cells of Physarum polycephalum. Biosyst. 112 (1) (2013)
Makoto Naruse, Masashi Aono, Song-Ju Kim
Nanoscale photonic network for solution searching and decision making problems CoRR (2013)
Makoto Naruse, Masashi Aono, Song-Ju Kim
Nanoscale Photonic Network for Solution Searching and Decision Making Problems. IEICE Trans. Commun. (11) (2013)
Youichi Okabayashi, Takashi Isoshima, Etsushi Nameda, Song-Ju Kim, Masahiko Hara
Two-Dimensional Nonlinear Fabry-Perot Interferometer: An Unconventional Computing Substrate for Maze Exploration and Logic Gate Operation. Int. J. Nanotechnol. Mol. Comput. 3 (1) (2011)
Song-Ju Kim, Masashi Aono, Masahiko Hara
Tug-of-war model for the two-bandit problem: Nonlocally-correlated parallel exploration via resource conservation. Biosyst. 101 (1) (2010)
Song-Ju Kim, Masashi Aono, Masahiko Hara
Tug-of-War Model for Multi-armed Bandit Problem. UC (2010)
Song-Ju Kim, Masashi Aono, Masahiko Hara
Tug-Of-War Model for Two-Bandit Problem. UC (2009)
Song-Ju Kim, Ken Umeno
Chaos-based communication systems using on-line ICA algorithm. IEICE Electron. Express 5 (14) (2008)
Song-Ju Kim, Ken Umeno, Ryo Takahashi
FPGA implementation of EASI algorithm. IEICE Electron. Express 4 (22) (2007)
Song-Ju Kim, Ken Umeno, Akio Hasegawa
Corrections of the NIST Statistical Test Suite for Randomness. IACR Cryptol. ePrint Arch. 2004 (2004)