Ultrafast photonic reinforcement learning based on laser chaos M Naruse, Y Terashima, A Uchida, SJ Kim Scientific Reports 7 (1), 8772, 2017 | 135 | 2017 |
Single-photon decision maker M Naruse, M Berthel, A Drezet, S Huant, M Aono, H Hori, SJ Kim Scientific reports 5 (1), 13253, 2015 | 108 | 2015 |
Corrections of the NIST statistical test suite for randomness SJ Kim, K Umeno, A Hasegawa arXiv preprint nlin/0401040, 2004 | 108 | 2004 |
Tug-of-war model for the two-bandit problem: Nonlocally-correlated parallel exploration via resource conservation SJ Kim, M Aono, M Hara BioSystems 101 (1), 29-36, 2010 | 102 | 2010 |
Efficient decision-making by volume-conserving physical object SJ Kim, M Aono, E Nameda New Journal of Physics 17 (8), 083023, 2015 | 95 | 2015 |
Amoeba-inspired nanoarchitectonic computing: solving intractable computational problems using nanoscale photoexcitation transfer dynamics M Aono, M Naruse, SJ Kim, M Wakabayashi, H Hori, M Ohtsu, M Hara Langmuir 29 (24), 7557-7564, 2013 | 91 | 2013 |
Amoeba-based computing for traveling salesman problem: Long-term correlations between spatially separated individual cells of Physarum polycephalum L Zhu, M Aono, SJ Kim, M Hara Biosystems 112 (1), 1-10, 2013 | 82 | 2013 |
Decision maker based on nanoscale photo-excitation transfer SJ Kim, M Naruse, M Aono, M Ohtsu, M Hara Scientific Reports 3 (1), 2370, 2013 | 73 | 2013 |
Flat-band light dynamics in Stub photonic lattices B Real, C Cantillano, D López-González, A Szameit, M Aono, M Naruse, ... Scientific reports 7 (1), 15085, 2017 | 64 | 2017 |
Remarkable problem-solving ability of unicellular amoeboid organism and its mechanism L Zhu, SJ Kim, M Hara, M Aono Royal Society Open Science 5 (12), 180396, 2018 | 58 | 2018 |
Decision making based on optical excitation transfer via near-field interactions between quantum dots M Naruse, W Nomura, M Aono, M Ohtsu, Y Sonnefraud, A Drezet, S Huant, ... Journal of Applied Physics 116 (15), 2014 | 57 | 2014 |
Harnessing the computational power of fluids for optimization of collective decision making SJ Kim, M Naruse, M Aono Philosophies 1 (3), 245-260, 2016 | 49 | 2016 |
Spatiotemporal dynamics in optical energy transfer on the nanoscale and its application to constraint satisfaction problems M Naruse, M Aono, SJ Kim, T Kawazoe, W Nomura, H Hori, M Hara, ... Physical Review B—Condensed Matter and Materials Physics 86 (12), 125407, 2012 | 49 | 2012 |
Amoeba-inspired algorithm for cognitive medium access SJ Kim, M Aono Nonlinear Theory and Its Applications, IEICE 5 (2), 198-209, 2014 | 46 | 2014 |
Amoeba-inspired nanoarchitectonic computing implemented using electrical Brownian ratchets M Aono, S Kasai, SJ Kim, M Wakabayashi, H Miwa, M Naruse Nanotechnology 26 (23), 234001, 2015 | 42 | 2015 |
Ionic decision-maker created as novel, solid-state devices T Tsuchiya, T Tsuruoka, SJ Kim, K Terabe, M Aono Science Advances 4 (9), eaau2057, 2018 | 35 | 2018 |
A reinforcement-learning-based distributed resource selection algorithm for massive IoT J Ma, S Hasegawa, SJ Kim, M Hasegawa Applied Sciences 9 (18), 3730, 2019 | 33 | 2019 |
Single photon in hierarchical architecture for physical decision making: Photon intelligence M Naruse, M Berthel, A Drezet, S Huant, H Hori, SJ Kim ACS photonics 3 (12), 2505-2514, 2016 | 32 | 2016 |
Decision maker based on atomic switches MA Song-Ju Kim, Tohru Tsuruoka, Tsuyoshi Hasegawa, Masashi Aono, Kazuya Terabe AIMS Materials Science 3 (1), 245-259, 2016 | 31* | 2016 |
Improving throughput using multi-armed bandit algorithm for wireless LANs K Kuroda, H Kato, SJ Kim, M Naruse, M Hasegawa Nonlinear Theory and Its Applications, IEICE 9 (1), 74-81, 2018 | 30 | 2018 |