Publications

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Journal Papers

• Spatial-photonic Ising machine by space-division multiplexing with physically tunable coefficients of a multi-component model
  Takumi Sakabe, Suguru Shimomura, Yusuke Ogura, Ken-ichi Okubo, Hiroshi Yamashita, Hideyuki Suzuki, Jun Tanida
  Optics Express 31 (2023), 44127-44138.
  [ doi: 10.1364/OE.508069 ]

• Low-rank combinatorial optimization and statistical learning by spatial photonic Ising machine
  Hiroshi Yamashita, Ken-ichi Okubo, Suguru Shimomura, Yusuke Ogura, Jun Tanida, Hideyuki Suzuki
  Physical Review Letters 131 (2023), 063801.
  [ doi: 10.1103/PhysRevLett.131.063801 ]

• Entropic herding
  Hiroshi Yamashita, Hideyuki Suzuki, Kazuyuki Aihara
  Statistics and Computing 33 (2023), 31.
  [ doi: 10.1007/s11222-022-10199-8 ]

• Extended dynamic mode decomposition with dictionary learning using neural ordinary differential equations
  Hiroaki Terao, Sho Shirasaka, Hideyuki Suzuki
  Nonlinear Theory and Its Applications, IEICE, 12 (2021), 626–638.
  [ doi: 10.1587/nolta.12.626 ]

• Optimizing input mask for maximum memory performance of time-delay reservoir subjected to state noise
  Zichen Kang, Sho Shirasaka, Hideyuki Suzuki
  Nonlinear Theory and Its Applications, IEICE, 12 (2021), 662–673.
  [ doi: 10.1587/nolta.12.662 ]

• Accelerating Numerical Simulation of Continuous-Time Boolean Satisfiability Solver Using Discrete Gradient
  Hiroshi Yamashita, Kazuyuki Aihara, Hideyuki Suzuki
  Communications in Nonlinear Science and Numerical Simulation (2021), 105908.
  [ doi: 10.1016/j.cnsns.2021.105908 ]

• Spatiotemporal model for FRET networks with multiple donors and acceptors: Multicomponent exponential decay derived from the master equation
  Masaki Nakagawa, Yuki Miyata, Naoya Tate, Takahiro Nishimura, Suguru Shimomura, Sho Shirasaka, Jun Tanida, Hideyuki Suzuki
  Journal of the Optical Society of America B 38 (2021), 294–299.
  [ doi: 10.1364/JOSAB.410658 ]

• Timescales of boolean satisfiability solver using continuous-time dynamical system
  Hiroshi Yamashita, Kazuyuki Aihara, Hideyuki Suzuki
  Communications in Nonlinear Science and Numerical Simulation (2020), 105183.
  [ doi: 10.1016/j.cnsns.2020.105183 ]

• Convergence analysis of herded-Gibbs-type sampling algorithms: effects of weight sharing
  Hiroshi Yamashita, Hideyuki Suzuki
  Statistics and Computing 29 (2019), 1035–1053.
  [ doi: 10.1007/s11222-019-09852-6 ]

• Task-dependent recurrent dynamics in visual cortex
  Satohiro Tajima, Kowa Koida, Chihiro I. Tajima, Hideyuki Suzuki, Kazuyuki Aihara, Hidehiko Komatsu
  eLife 6 (2017), e26868.
  [ doi: 10.7554/eLife.26868 ]

• Hamiltonian Monte Carlo with explicit, reversible, and volume-preserving adaptive step size control
  Michiko Okudo, Hideyuki Suzuki
  JSIAM Letters 9 (2017), 33–36.
  [ doi: 10.14495/jsiaml.9.33 ]

• Smoothing effect for spatially distributed renewable resources and its impact on power grid robustness
  Motoki Nagata, Yoshito Hirata, Naoya Fujiwara, Gouhei Tanaka, Hideyuki Suzuki, Kazuyuki Aihara
  Chaos 27 (2017), 033104.
  [ doi: 10.1063/1.4977510 ]

• Enhancing synchronization stability in a multi-area power grid
  Bing Wang, Hideyuki Suzuki, Kazuyuki Aihara
  Scientific Reports 6 (2016), 26596.
  [ doi: 10.1038/srep26596 ]

• Population code dynamics in categorical perception
  Chihiro I. Tajima, Satohiro Tajima, Kowa Koida, Hidehiko Komatsu, Kazuyuki Aihara, Hideyuki Suzuki
  Scientific Reports 6 (2016), 22536.
  [ doi: 10.1038/srep22536 ]

• A Lyapunov-type theorem for dissipative numerical integrators with adaptive time-stepping
  Shun Sato, Takayasu Matsuo, Hideyuki Suzuki, Daisuke Furihata
  SIAM Journal on Numerical Analysis 53 (2015), 2505-2518.
  [ doi: 10.1137/140996719 ]

• Parsimonious description for predicting high-dimensional dynamics
  Yoshito Hirata, Tomoya Takeuchi, Shunsuke Horai, Hideyuki Suzuki, Kazuyuki Aihara
  Scientific Reports 5 (2015), 15736.
  [ doi: 10.1038/srep15736 ]

• Chaotic billiard dynamics for herding
  Hideyuki Suzuki
  Nonlinear Theory and Its Applications, IEICE, 6 (2015), 466–474.
  [ doi: 10.1587/nolta.6.466 ]

• Tracking time evolution of collective attention clusters in Twitter: Time evolving nonnegative matrix factorisation
  Shota Saito, Yoshito Hirata, Kazutoshi Sasahara, Hideyuki Suzuki
  PLoS ONE 10 (2015), e0139085.
  [ doi: 10.1371/journal.pone.0139085 ]

• Approximating high-dimensional dynamics by barycentric coordinates with linear programming
  Yoshito Hirata, Masanori Shiro, Nozomu Takahashi, Kazuyuki Aihara, Hideyuki Suzuki, Paloma Mas
  Chaos 25 (2015), 013114
  [ doi: 10.1063/1.4906746 ]

• Comparison between mathematical models of intermittent androgen suppression for prostate cancer
  Takuma Hatano, Yoshito Hirata, Hideyuki Suzuki, Kazuyuki Aihara
  Journal of Theoretical Biology 366 (2015), 33–45.
  [ doi: 10.1016/j.jtbi.2014.10.034 ]

• Method for analyzing time-varying statistics on point process data with multiple trials
  Kantaro Fujiwara, Hideyuki Suzuki, Tohru Ikeguchi, Kazuyuki Aihara
  Nonlinear Theory and Its Applications, IEICE, 6 (2015), 38–46.
  [ doi: 10.1587/nolta.6.38 ]

• Public opinion formation with the spiral of silence on complex social networks
  Daiki Takeuchi, Gouhei Tanaka, Ryo Fujie, Hideyuki Suzuki
  Nonlinear Theory and Its Applications, IEICE, 6 (2015), 15–25.
  [ doi: 10.1587/nolta.6.15 ]

• Dynamics of load balancing with constraints
  Hideyuki Suzuki
  European Physical Journal Special Topics 223 (2014), 2631-2635.
  [ doi: 10.1140/epjst/e2014-02278-7 ]

• Node-wise robustness against fluctuations of power consumption in power grids
  Motoki Nagata, Naoya Fujiwara, Gouhei Tanaka, Hideyuki Suzuki, Eiichi Kohda, Kazuyuki Aihara
  European Physical Journal Special Topics 223 (2014), 2549-2559.
  [ doi: 10.1140/epjst/e2014-02215-x ]

• Predicting multivariate time series in real time with confidence intervals: Applications to renewable energy
  Yoshito Hirata, Kazuyuki Aihara, Hideyuki Suzuki
  European Physical Journal Special Topics 223 (2014), 2451-2460.
  [ doi: 10.1140/epjst/e2014-02210-3 ]

• Epidemic spread in interconnected metapopulation networks
  Bing Wang, Gouhei Tanaka, Hideyuki Suzuki, Kazuyuki Aihara
  Physical Review E 90 (2014), 032806.
  [ doi: 10.1103/PhysRevE.90.032806 ]

• Online multi-step prediction for wind speeds and solar irradiation: Evaluation of prediction errors
  Yoshito Hirata, Taiji Yamada, Jun Takahashi, Kazuyuki Aihara, Hideyuki Suzuki
  Renewable Energy 67 (2014), 35–39.
  [ doi: 10.1016/j.renene.2013.11.034 ]

• A traffic cellular automaton with estimation of time to collision
  Yohei Taniguchi, Hideyuki Suzuki
  Journal of Cellular Automata 8 (2013), 407–416.

• Monte Carlo simulation of classical spin models with chaotic billiards
  Hideyuki Suzuki
  Physical Review E 88 (2013), 052144.
  [ doi: 10.1103/PhysRevE.88.052144 | arXiv:1308.0660 ]

• Evaluating roles of nodes in optimal allocation of vaccines with economic considerations
  Bing Wang, Hideyuki Suzuki, Kazuyuki Aihara
  PLoS ONE 8 (2013), e70793.
  [ doi: 10.1371/journal.pone.0070793 ]

• Chaotic Boltzmann machines
  Hideyuki Suzuki, Jun-ichi Imura, Yoshihiko Horio, Kazuyuki Aihara
  Scientific Reports 3 (2013), 1610.
  [ doi: 10.1038/srep01610 | PubMed: 23558425 ]

• Change-point detection with recurrence networks
  Koji Iwayama, Yoshito Hirata Hideyuki Suzuki, Kazuyuki Aihara
  Nonlinear Theory and Its Applications, IEICE 4 (2013), 160-171.
  [ doi: 10.1587/nolta.4.160 ]

• Chaotic Ising-like dynamics in traffic signals
  Hideyuki Suzuki, Jun-ichi Imura, Kazuyuki Aihara
  Scientific Reports 3 (2013), 1127.
  [ doi: 10.1038/srep01127 | PubMed: 23350034 ]

• Indirect reciprocity with trinary reputations
  Shoma Tanabe, Hideyuki Suzuki, Naoki Masuda
  Journal of Theoretical Biology 317 (2013), 338-347.
  [ doi: 10.1016/j.jtbi.2012.10.031 | PubMed: 23123557 ]

• Safety-information-driven human mobility patterns with metapopulation epidemic dynamics
  Bing Wang, Lang Cao, Hideyuki Suzuki, Kazuyuki Aihara
  Scientific Reports 2 (2012), 887.
  [ doi: 10.1038/srep00887 | PubMed: 23189237 ]

• Real-time multi-step predictors from data streams
  Yoshito Hirata, Taiji Yamada, Jun Takahashi, Hideyuki Suzuki
  Physics Letters A 376 (2012), 3092-3097.
  [ doi: 10.1016/j.physleta.2012.08.058 ]

• Impacts of clustering on interacting epidemics
  Bing Wang, Lang Cao, Hideyuki Suzuki, Kazuyuki Aihara
  Journal of Theoretical Biology 304 (2012), 121-130.
  [ doi: 10.1016/j.jtbi.2012.03.022 | PubMed: 22554949 | MathSciNet: MR2924912 ]

• Characterizing global evolutions of complex systems via intermediate network representations
  Koji Iwayama, Yoshito Hirata, Kohske Takahashi, Katsumi Watanabe, Kazuyuki Aihara, Hideyuki Suzuki
  Scientific Reports 2 (2012), 423.
  [ doi: 10.1038/srep00423 | PubMed: 22639731 ]

• Nonlinear systems identification by combining regression with bootstrap resampling
  Hiroaki Kuramae, Yoshito Hirata, Nicholas Bruchovsky, Kazuyuki Aihara, Hideyuki Suzuki
  Chaos 21 (2011), 043121.
  [ doi: 10.1063/1.3657919 | PubMed: 22225358 ]

• Epidemic spread in adaptive networks with multitype agents
  Bing Wang, Lang Cao, Hideyuki Suzuki, Kazuyuki Aihara
  Journal of Physics A 44 (2011), 035101.
  [ doi: 10.1088/1751-8113/44/3/035101 | MathSciNet: MR2749067 ]

• Theory of hybrid dynamical systems and its applications to biological and medical systems
  Kazuyuki Aihara, Hideyuki Suzuki
  Philosophical Transactions of the Royal Society A 368 (2010), 4893-4914.
  [ doi: 10.1098/rsta.2010.0237 | PubMed: 20921003 ]

• Self-organization of orientation-selective and ocular-dominance maps through spike-timing-dependent plasticity
  Koji Iwayama, Kazuyuki Aihara, Hideyuki Suzuki
  Artificial Life and Robotics 14 (2009), 371-374.
  [ doi: 10.1007/s10015-009-0687-9 ]

• Reconstruction of driving forces through recurrence plots
  Masaaki Tanio, Yoshito Hirata, Hideyuki Suzuki
  Physics Letters A 373 (2009), 2031-2040.
  [ doi: 10.1016/j.physleta.2009.03.069 | MathSciNet: MR2522661 ]

• Testing a neural coding hypothesis using surrogate data
  Yoshito Hirata, Yuichi Katori, Hidetoshi Shimokawa, Hideyuki Suzuki, Timothy A. Blenkinsop, Eric J. Lang, Kazuyuki Aihara
  Journal of Neuroscience Methods 172 (2008), 312-322.
  [ doi: 10.1016/j.jneumeth.2008.05.004 | PubMed: 18565591 ]

• Wind direction modelling using multiple observation points
  Yoshito Hirata, Danilo P. Mandic, Hideyuki Suzuki, Kazuyuki Aihara
  Philosophical Transactions of the Royal Society A 366 (2008), 591-607.
  [ doi: 10.1098/rsta.2007.2112 ]

• Testing serial dependence by random-shuffle surrogates and the Wayland method
  Yoshito Hirata, Shunsuke Horai, Hideyuki Suzuki, Kazuyuki Aihara
  Physics Letters A 370 (2007), 265-274.
  [ doi: 10.1016/j.physleta.2007.05.061 ]

• Emulation of Adobe CID resources by CJK TrueType fonts
  Toshiya Suzuki, Taiji Yamada, Masatake Yamato, Hideyuki Suzuki
  Document Numerique 9 (2006), 17-43.

• Reconstructing state spaces from multivariate data using variable delays
  Yoshito Hirata, Hideyuki Suzuki, Kazuyuki Aihara
  Physical Review E 74 (2006), 026202.
  [ doi: 10.1103/PhysRevE.74.026202 | MR2280421 (MathSciNet) ]

• Double rotations
  Hideyuki Suzuki, Shunji Ito, Kazuyuki Aihara
  Discrete and Continuous Dynamical Systems 13 (2005), 515-532.
  [ doi: 10.3934/dcds.2005.13.515 | Zbl 1078.37033 (ZMATH) | MR2152403 (MathSciNet) ]

• Complex behaviour of a simple partial-discharge model
  Hideyuki Suzuki, Kazuyuki Aihara, Tatsuki Okamoto
  Europhysics Letters 66 (2004), 28-34.
  [ doi: 10.1209/epl/i2003-10151-x ]

• Grazing bifurcation and mode-locking in reconstructing chaotic dynamics with a leaky integrate-and-fire model
  Yasuhiro Ono, Hideyuki Suzuki, Kazuyuki Aihara
  Artificial Life and Robotics 7 (2003), 55-62.
  [ doi: 10.1007/BF02480886 ]

• Array-enhanced coherence resonance and forced dynamics in coupled FitzHugh-Nagumo neurons with noise
  Yuji Shinohara, Takashi Kanamaru, Hideyuki Suzuki, Takehiko Horita, Kazuyuki Aihara
  Physical Review E 65 (2002), 051906.
  [ doi: 10.1103/PhysRevE.65.051906 ]

• Analysis of neural spike trains with interspike interval reconstruction
  Hideyuki Suzuki, Kazuyuki Aihara, Jun Murakami, Tateo Shimozawa
  Biological Cybernetics 82 (2000), 305-311.
  [ doi: 10.1007/s004220050584 | PubMed: 10804062 | Zbl 0961.92010 (ZMATH) ]

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Book Chapters and Other Articles

• Wind modelling and its possible application to control of wind farms
  Yoshito Hirata, Hideyuki Suzuki, Kazuyuki Aihara
  In Signal Processing Techniques for Knowledge Extraction and Information Fusion (eds: D. Mandic, M. Golz, A. Kuh, D. Obradovic, T. Tanaka), Springer, 2008.
  [ ISBN: 0387743669 (amazon) ]

• Universality in mathematical modeling: a comment on “Surprising dynamics from a simple model”
  Hideyuki Suzuki, Kazuyuki Aihara
  Mathematics Magazine 81 (2008), 291-294.
  [ magazine homepage ]

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Please also refer to the directory of Osaka University for recent activities.

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