Structure of Neural Network and the Accuracy of Physics Informed Neural Network

Naoki Watamura, Hiroshi Yamashita, Hideyuki Suzuki

Proceedings of the 2024 International Symposium on Nonlinear Theory and its Applications　p. 331-332　2024/12　Research paper (international conference proceedings)

Deviation of Sample Distribution in the Herding Algorithm from the Boltzmann Distribution

Hiroshi Yamashita, Hideyuki Suzuki

Proceedings of the 2024 International Symposium on Nonlinear Theory and its Applications　p. 324-326　2024/12　Research paper (international conference proceedings)

Optimizing Reservoir Computers for Attractor Reconstruction by Statistics of Functional Regularities

Satoshi Oishi, Hiroshi Yamashita, Hideyuki Suzuki, Sho Shirasaka

Proceedings of the 2024 International Symposium on Nonlinear Theory and its Applications　p. 314-315　2024/12　Research paper (international conference proceedings)

Optimization of laser-driven quantum beam generation and the applications with artificial intelligence

Y. Kuramitsu, T. Taguchi, F. Nikaido, T. Minami, T. Hihara, S. Suzuki, K. Oda, K. Kuramoto, T. Yasui, Y. Abe, K. Ibano, H. Takabe, C. M. Chu, K. T. Wu, W. Y. Woon, S. H. Chen, C. S. Jao, Y. C. Chen, Y. L. Liu, A. Morace, A. Yogo, Y. Arikawa, H. Kohri, A. Tokiyasu, S. Kodaira, T. Kusumoto, M. Kanasaki, T. Asai, Y. Fukuda, K. Kondo, H. Kiriyama, T. Hayakawa, S. J. Tanaka, S. Isayama, N. Watamura, H. Suzuki, H. S. Kumar, N. Ohnishi, T. Pikuz, E. Filippov, K. Sakai, R. Yasuhara, M. Nakata, R. Ishikawa, T. Hoshi, A. Mizuta, N. Bolouki, N. Saura, S. Benkadda, M. Koenig, S. Hamaguchi

Physics of Plasmas　Vol. 31　No. 5　2024/05/28　Research paper (scientific journal)

Estimation of 3D Data from 2D Cross-Sectional Data Using Physics Informed Neural Networks

Haruto Yokoyama, Naoki Watamura, Hiroshi Yamashita, Hideyuki Suzuki, Sho Shirasaka

Proceedings of the 2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'24)　p. 482-483　2024/02　Research paper (international conference proceedings)

An Efficient Hyper-Rectangle Generation Algorithm for CONBQA

Tetsutaro Kataoka, Hiroshi Yamashita, Hideyuki Suzuki

Proceedings of the 2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'24)　p. 196-197　2024/02　Research paper (international conference proceedings)

Attractor reconstruction using diffeomorphic statistics

Satoshi Oishi, Hideyuki Suzuki, Sho Shirasaka

2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'24)　p. 319-320　2024/02　Research paper (international conference proceedings)

On the Resolution of Physics Informed Neural Network

Naoki Watamura, Hiroshi Yamashita, Hideyuki Suzuki

Proceedings of the 2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'24)　p. 258-259　2024/02　Research paper (international conference proceedings)

遅延座標系を用いたデータ駆動水害予測

大石悟, 小宮賢士, 鈴木秀幸, 白坂将

信学技報　Vol. 123　No. 354　p. 8-11　2024/01　Research paper (conference, symposium, etc.)

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　Vol. 31　No. 26　p. 44127-44138　2023/12/13　Research paper (scientific journal)

Nonlinear Dynamics and Computing in Recurrent Neural Networks

Hideyuki Suzuki

Photonic Neural Networks with Spatiotemporal Dynamics　p. 25-48　2023/10/17　Part of collection (book)

Optimization of the Coupling Weight Schedule in Momentum Annealing

Tetsutaro Kataoka, Hiroshi Yamashita, Hideyuki Suzuki

Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications　p. 426-426　2023/09　Research paper (international conference proceedings)

A Formulation of Clustering Problems as Ising Problems with Convolutional Interaction Structure

Hiroshi Yamashita, Hideyuki Suzuki

Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications　p. 315-316　2023/09　Research paper (international conference proceedings)

Hyperparameter Tuning of Reservoir Computers for Attractor Reconstruction

Satoshi Oishi, Hideyuki Suzuki, Sho Shirasaka

Proceedings of the 2023 International Symposium on Nonlinear Theory and Its Applications　p. 258-258　2023/09　Research paper (international conference proceedings)

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　Vol. 131　No. 6　2023/08/07　Research paper (scientific journal)

Function Enhancement of Spatial Photonic Ising Machine by Parallel Processing Using Space-Division Multiplexing

Suguru Shimomura, Ken-ichi Okubo, Hiroshi Yamashita, Yusuke Ogura, Hideyuki Suzuki, Jun Tanida

2023 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC)　2023/06/26　Research paper (international conference proceedings)

Entropic herding

Hiroshi Yamashita, Hideyuki Suzuki, Kazuyuki Aihara

Statistics and Computing　Vol. 33　No. 1　2023/01/04　Research paper (scientific journal)

Herding with Self-Organizing Multiple Starting Point Optimization

Hiroshi Yamashita, Hideyuki Suzuki, Kazuyuki Aihara

Proceedings of the 2022 International Symposium on Nonlinear Theory and Its Applications　p. 33-34　2022/12　Research paper (international conference proceedings)

Numerical demonstration of spatial photonic Ising machine by using time-division multiplexing

Suguru Shimomura, Ken-ichi Okubo, Hiroshi Yamashita, Yusuke Ogura, Hideyuki Suzuki, Jun Tanida

Proceedings of the 2022 Conference on Lasers and Electro-Optics Pacific Rim　2022　Research paper (international conference proceedings)

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　Vol. 102　p. 105908-105908　2021/11　Research paper (scientific journal)

Special section on nonlinear dynamical aspects of edge computing and neuromorphic hardware

Hideyuki Suzuki, Shigeo Sato

Nonlinear Theory and Its Applications, IEICE　Vol. 12　No. 4　p. 625-625　2021/10　Research paper (scientific journal)

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　Vol. 12　No. 4　p. 662-673　2021/10　Research paper (scientific journal)

Extended dynamic mode decomposition with dictionary learning using neural ordinary differential equations

Hiroaki Terao, Sho Shirasaka, Hideyuki Suzuki

Nonlinear Theory and Its Applications, IEICE　Vol. 12　No. 4　p. 626-638　2021/10　Research paper (scientific journal)

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　Vol. 38　No. 2　p. 294-294　2021/02/01　Research paper (scientific journal)

Memory Capacity of Reservoir Computers Based on Coupled Time-Delay Systems

Zichen Kang, Sho Shirasaka, Hideyuki Suzuki

Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications　2020/11　Research paper (international conference proceedings)

Oscillator-Based Ising Machine Using Spintronic Circuits

Sho Shirasaka, Hideyuki Suzuki

Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications　2020/11　Research paper (international conference proceedings)

Representation and Destabilization of Local Minima in Continuous-Time Boolean Satisfiability Solver

Hiroshi Yamashita, Hideyuki Suzuki, Kazuyuki Aihara

Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications　p. 258-261　2020/11　Research paper (international conference proceedings)

Modeling and Analysis of FRET Networks: Toward Development of Novel Information Processing Devices

Masaki Nakagawa, Yuki Miyata, Naoya Tate, Takahiro Nishimura, Suguru Shimomura, Sho Shirasaka, Jun Tanida, Hideyuki Suzuki

Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications　p. 217-220　2020/11　Research paper (international conference proceedings)

Short-Term Prediction of Chaos by Hybrid Force Learning

Masaya Muramatsu, Sho Shirasaka, Masaki Nakagawa, Hideyuki Suzuki

Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications　2020/11　Research paper (international conference proceedings)

Dynamic Mode Decomposition Using Neural Ordinary Differential Equations

Hiroaki Terao, Sho Shirasaka, Hideyuki Suzuki

Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications　2020/11　Research paper (international conference proceedings)

光ニューラルネットワークの時空間ダイナミクスと計算技術

鈴木秀幸

2020/03

Dynamic Mode Decomposition Using Neural Ordinary Differential Equations

Hiroaki Terao, Sho Shirasaka, Hideyuki Suzuki

Proceedings of the RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing 2020　p. 155-158　2020/02　Research paper (international conference proceedings)

Deep Reinforcement Learning Control of an Underactuated Large Population of Coupled Oscillators

Maaki Nakasaka, Sho Shirasaka, Hideyuki Suzuki

Proceedings of the RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing 2020　p. 283-286　2020/02　Research paper (international conference proceedings)

Prediction of Chaotic Time Series by Hybrid FORCE Learning

Masaya Muramatsu, Sho Shirasaka, Masaki Nakagawa, Hideyuki Suzuki

Proceedings of the RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing 2020　p. 335-338　2020/02　Research paper (international conference proceedings)

Timescales of Boolean satisfiability solver using continuous-time dynamical system

Hiroshi Yamashita, Kazuyuki Aihara, Hideyuki Suzuki

Communications in Nonlinear Science and Numerical Simulation　Vol. 84　No. 105183　p. 105183-105183　2020/01　Research paper (scientific journal)

Bounded Continous-Time Satisfiability Solver

Hiroshi Yamashita, Hideyuki Suzuki, Zoltan Toroczkai, Kazuyuki Aihara

Proceedings of the 2019 International Symposium on Nonlinear Theory and its Applications　2019/12　Research paper (international conference proceedings)

Convergence analysis of herded-Gibbs-type sampling algorithms: effects of weight sharing

Hiroshi Yamashita, Hideyuki Suzuki

Statistics and Computing　Vol. 29　No. 5　p. 1035-1053　2019/09　Research paper (scientific journal)

Optimizing interaction dynamics of the analog chaotic solver for boolean satisfiability problem

Hiroshi Yamashita, Kazuyuki Aihara, Hideyuki Suzuki

2019/06

Underactuated control of coupled oscillator systems using deep reinforcement learning

Vol. 118　No. 413　p. 97-100　2019/01/23

Algorithmic aspects of a continuous-time dynamical system for solving SAT problems

Hiroshi Yamashita, Kazuyuki Aihara, Hideyuki Suzuki

Proceedings of the 2018 International Symposium on Nonlinear Theory and its Applications　p. 495-498　2018/09　Research paper (international conference proceedings)

Hypergraph p-Laplacian: a differential geometry view

Shota Saito, Danilo P. Mandic, Hideyuki Suzuki

Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI-18)　2018/02　Research paper (international conference proceedings)

Task-dependent recurrent dynamics in visual cortex

Satohiro Tajima, Kowa Koida, Chihiro I. Tajima, Hideyuki Suzuki, Kazuyuki Aihara, Hidehiko Komatsu

eLife　Vol. 6　2017/07　Research paper (scientific journal)

A CMOS chaotic Boltzmann machine circuit and three-neuron network operation

Masatoshi Yamaguchi, Hakaru Tamukoh, Hideyuki Suzuki, Takashi Morie

p. 1218-1224　2017/05　Research paper (international conference proceedings)

Hamiltonian Monte Carlo with explicit, reversible, and volume-preserving adaptive step size control

Michiko Okudo, Hideyuki Suzuki

JSIAM Letters　Vol. 9　p. 33-36　2017/04　Research paper (scientific journal)

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

Journal of Mathematical Physics　Vol. 58　No. 3　2017/03/01　Research paper (scientific journal)

Smoothing effect for spatially distributed renewable resources and its impact on power grid robustness

Nagata Motoki, Hirata Yoshito, Fujiwara Naoya, Tanaka Gouhei, Suzuki Hideyuki, Aihara Kazuyuki

Chaos　Vol. 27　No. 3　p. 033104-033104　2017/03　Research paper (scientific journal)

A CMOS unit circuit using subthreshold operation of MOSFETs for chaotic Boltzmann machines

Masatoshi Yamaguchi, Takashi Kato, Quan Wang, Hideyuki Suzuki, Hakaru Tamukoh, Takashi Morie

Lecture Notes in Computer Science　Vol. 9947　2016/10

Hardware-oriented algorithm for chaotic Boltzmann machines

Ichiro Kawashima, Seiji Uenohara, Takashi Kato, Masatoshi Yamaguchi, Hideyuki Suzuki, Takashi Morie, Hakaru Tamukoh

2016/09　Research paper (international conference proceedings)

Enhancing synchronization stability in a multi-area power grid

Bing Wang, Hideyuki Suzuki, Kazuyuki Aihara

SCIENTIFIC REPORTS　Vol. 6　2016/05　Research paper (scientific journal)

Population code dynamics in categorical perception

Chihiro I. Tajima, Satohiro Tajima, Kowa Koida, Hidehiko Komatsu, Kazuyuki Aihara, Hideyuki Suzuki

Scientific Reports　Vol. 6　2016/03　Research paper (scientific journal)

Efficient Deterministic Sampling: Herded Gibbs for Continuous Distributions

Hiroshi Yamashita, Hideyuki Suzuki

Vol. 2016　No. 0　p. 4H45-4H45　2016

An Influenza Prediction Model Based on Geographic Information

MURAI Kazuma, AIHARA Kazuyuki, SUZUKI Hideyuki

SEISAN KENKYU　Vol. 68　No. 3　p. 257-260　2016

Analysis of Mathematical Models for Electricity Demand Concentration due to Price Fluctuations

ISHIYAMA Kazuki, AIHARA Kazuyuki, SUZUKI Hideyuki

SEISAN KENKYU　Vol. 68　No. 3　p. 251-255　2016

Barycentric coordinates revisited: relaxation with linear programming and its evaluations

Yoshito Hirata, Hideyuki Suzuki, Kazuyuki Aihara

Proceedings of the 2015 International Symposium on Nonlinear Theory and its Applications　p. 10-13　2015/12　Research paper (international conference proceedings)

Time series prediction of renewable energy: what we can and what we should do next

Yoshito Hirata, Kazuyuki Aihara, Hideyuki Suzuki

Renewable Energy in the Service of Mankind Vol. II, Springer　2015/12　Research paper (scientific journal)

Detecting early warning signals for blackouts in power grids from the viewpoint of nonlinear dynamics

Motoki Nagata, Yoshito Hirata, Naoya Fujiwara, Gouhei Tanaka, Hideyuki Suzuki, Kazuyuki Aihara

International Symposium on Nonlinear Theory and its Applications (NOLTA2015)　p. 22-25　2015/12　Research paper (international conference proceedings)

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　Vol. 53　No. 6　p. 2505-2518　2015/11　Research paper (scientific journal)

Chaotic billiard dynamics for herding

Hideyuki Suzuki

Nonlinear Theory and Its Applications, IEICE　Vol. 6　No. 4　p. 466-474　2015/10　Research paper (scientific journal)

Parsimonious description for predicting high-dimensional dynamics

Hirata Y, Takeuchi T, Horai S, Suzuki H, Aihara K

Scientific Reports　Vol. 5　2015/10　Research paper (scientific journal)

Tracking Time Evolution of Collective Attention Clusters in Twitter: Time Evolving Nonnegative Matrix Factorisation

Shota Saito, Yoshito Hirata, Kazutoshi Sasahara, Hideyuki Suzuki

PLOS ONE　Vol. 10　No. 9　2015/09　Research paper (scientific journal)

A-2-15 A CMOS Circuit Implementation of Chaotic Boltzmann Machines

Kato Takashi, Uenohara Seiji, Suzuki Hideyuki, Tamukoh Hakaru, Morie Takashi

Proceedings of the IEICE Engineering Sciences Society/NOLTA Society Conference　Vol. 2015　p. 40-40　2015/08/25

再生可能エネルギー出力予測: 予測が大きく外れる時

平田祥人, 合原一幸, 鈴木秀幸

2015/03

Comparison between mathematical models of intermittent androgen suppression for prostate cancer.

Hatano T, Hirata Y, Suzuki H, Aihara K

Journal of theoretical biology　Vol. 366　p. 33-45　2015/02　Research paper (scientific journal)

C351 エネルギー・マネジメントにおける気象学の役割(気象予測・観測技術の再生可能エネルギー分野への応用,スペシャル・セッション)

中島 孝, 渡邊 武志, 竹中 栄晶, 中島 映至, 入江 仁士, 鈴木 健太郎, 下田 吉之, 岩船 由美子, 日高 一義, 鈴木 秀幸

大会講演予講集　Vol. 108　p. 522-522　2015

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　Vol. 6　No. 1　p. 15-25　2015/01　Research paper (scientific journal)

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　Vol. 6　No. 1　p. 38-46　2015/01　Research paper (scientific journal)

Mathematical Theory for Modelling Complex Systems and Its Transdisciplinary Applications in Science and Technology

AIHARA Kazuyuki, IMURA Jun-ichi, HORIO Yoshihiko, SUZUKI Hideyuki, HORAI Shunsuke

IEICE ESS Fundamentals Review　Vol. 8　No. 4　p. 218-228　2015

Preface for the Special Issue of the Research Group on Industrial Mathematics

SUZUKI Hideyuki, AIHARA Kazuyuki

SEISAN KENKYU　Vol. 67　No. 3　p. 273-273　2015

Approximating high-dimensional dynamics by barycentric coordinates with linear programming.

Hirata Y, Shiro M, Takahashi N, Aihara K, Suzuki H, Mas P

Chaos (Woodbury, N.Y.)　Vol. 25　No. 1　2015/01　Research paper (scientific journal)

Dynamics of load balancing with constraints

Hideyuki Suzuki

EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS　Vol. 223　No. 12　p. 2631-2635　2014/10　Research paper (scientific journal)

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　Vol. 223　No. 12　p. 2549-2559　2014/10　Research paper (scientific journal)

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　Vol. 223　No. 12　p. 2451-2460　2014/10　Research paper (scientific journal)

Epidemic spread on interconnected metapopulation networks

Bing Wang, Gouhei Tanaka, Hideyuki Suzuki, Kazuyuki Aihara

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics　Vol. 90　No. 3　2014/09　Research paper (scientific journal)

Epidemic spread on interconnected metapopulation networks

Bing Wang, Gouhei Tanaka, Hideyuki Suzuki, Kazuyuki Aihara

PHYSICAL REVIEW E　Vol. 90　No. 3　2014/09　Research paper (scientific journal)

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　Vol. 67　p. 35-39　2014/07　Research paper (scientific journal)

Early Detection of Disasters with Contextual Information on Twitter

SAITO Shota, IKAWA Yohei, SUZUKI Hideyuki, MURAKAMI Akiko

IEICE technical report. Natural language understanding and models of communication　Vol. 114　No. 81　p. 7-12　2014/06/14

Chaotic Boltzmann Machines with Two Elements

SUZUKI Hideyuki

SEISAN KENKYU　Vol. 66　No. 3　p. 315-316　2014

Analysis of Electricity Market Auctions with Renewable Energy

TAKAHASHI Yuto, SUZUKI Hideyuki, AIHARA Kazuyuki

SEISAN KENKYU　Vol. 66　No. 3　p. 309-313　2014

A Traffic Cellular Automaton with Estimation of Time to Collision

Taniguchi Yohei, Suzuki Hideyuk

Journal of Cellular Automata　Vol. 8　No. 5-6　p. 407-416　2013/12　Research paper (scientific journal)

Time series prediction for renewable energy outputs and the requirements for applying its information to control and optimization

Yoshito Hirata, Masakazu Kato, Kazuyuki Aihara, Hideyuki Suzuki

2013/11

Monte Carlo simulation of classical spin models with chaotic billiards

Hideyuki Suzuki

PHYSICAL REVIEW E　Vol. 88　No. 5　2013/11　Research paper (scientific journal)

Understanding social and global phenomena with nonlinear science : Network dynamics of infectious diseases, electric power systems, and traffic flow

Suzuki Hideyuki

Technical report of IEICE. PRMU　Vol. 113　No. 230　p. 13-13　2013/09/26

Complex dynamics of photovoltaic outputs

Yoshito Hirata, Kazuhiko Ogimoto, Kazuyuki Aihara, Hideyuki Suzuki

Proceedings of the 2013 International Symposium on Nonlinear Theory and its Applications　p. 61-64　2013/09　Research paper (international conference proceedings)

Network Dynamics Modeling for Energy Management

Suzuki Hideyuki

Simulation　Vol. 32　No. 3　p. 193-198　2013/09

Analysis of Supply Stability of the Power Grid in Eastern Japan Using a Phase Model

Motoki Nagata, Naoya Fujiwara, Isao Nishikawa, Gouhei Tanaka, Hideyuki Suzuki, Kazuyuki Aihara

International Symposium on Nonlinear Theory and its Applications (NOLTA2013)　p. 69-72　2013/09　Research paper (international conference proceedings)

日照のマルチステップリアルタイム時空間予測

平田祥人, 合原一幸, 鈴木秀幸

2013/08

Evaluating Roles of Nodes in Optimal Allocation of Vaccines with Economic Considerations

Bing Wang, Hideyuki Suzuki, Kazuyuki Aihara

PLOS ONE　Vol. 8　No. 8　2013/08　Research paper (scientific journal)

Indirect Reciprocity with Trinary Reputations (vol 317, pg 338, 2013)

Shoma Tanabe, Hideyuki Suzuki, Naoki Masuda

JOURNAL OF THEORETICAL BIOLOGY　Vol. 328　p. 100-101　2013/07

Change-point detection with recurrence networks

Koji Iwayama, Yoshito Hirata, Hideyuki Suzuki, Kazuyuki Aihara

Nonlinear Theory and Its Applications, IEICE　Vol. 4　No. 2　p. 160-171　2013/04　Research paper (scientific journal)

Chaotic Boltzmann machines

Hideyuki Suzuki, Jun-Ichi Imura, Yoshihiko Horio, Kazuyuki Aihara

Scientific Reports　Vol. 3　2013/04　Research paper (scientific journal)

太陽光発電量の空間分布の非負分解

平田祥人, 荻本和彦, 合原一幸, 鈴木秀幸

2013/03

Temporal Dynamics of Functional Networks from Multivariate Electrophysiological Time Series

Iwayama Koji, Hirata Yoshito, Kondo Aki, Tsubomi Hiroyuki, Takahashi Kohske, Yoshimura Yuko, Ueno Sanae, Kikuchi Mitsuru, Minabe Yoshio, Watanabe Katsumi, Suzuki Hideyuki, Aihara Kazuyuki

BME　Vol. 51　p. M-131-M-131　2013

Chaotic dynamics of billiard spin systems

SUZUKI Hideyuki

SEISAN KENKYU　Vol. 65　No. 3　p. 309-313　2013

Economic consideration of optimal vaccination distribution for epidemic Spreads in complex networks

Bing Wang, Hideyuki Suzuki, Kazuyuki Aihara

Journal of Physics: Conference Series　Vol. 410　No. 1　2013　Research paper (international conference proceedings)

Analysis of Frequency Synchronization of the Power Grid in East Japan Using the Phase Model

NAGATA Motoki, FUJIWARA Naoya, NISHIKAWA Isao, TANAKA Gouhei, SUZUKI Hideyuki, AIHARA Kazuyuki

SEISAN KENKYU　Vol. 65　No. 3　p. 295-299　2013

Chaotic Ising-like dynamics in traffic signals

Hideyuki Suzuki, Jun-ichi Imura, Kazuyuki Aihara

SCIENTIFIC REPORTS　Vol. 3　2013/01　Research paper (scientific journal)

Indirect reciprocity with trinary reputations

Shoma Tanabe, Hideyuki Suzuki, Naoki Masuda

JOURNAL OF THEORETICAL BIOLOGY　Vol. 317　p. 338-347　2013/01　Research paper (scientific journal)

Pseudo billiard dynamics for Boltzmann machines

Hideyuki Suzuki, Jun-ichi Imura, Yoshihiko Horio, Kazuyuki Aihara

Mathematical Engineering Technical Reports, The University of Tokyo　Vol. METR 2012-26　p. 1-13　2012/11　Research paper (bulletin of university, research institution)

Safety-Information-Driven Human Mobility Patterns with Metapopulation Epidemic Dynamics

Bing Wang, Lang Cao, Hideyuki Suzuki, Kazuyuki Aihara

SCIENTIFIC REPORTS　Vol. 2　2012/11　Research paper (scientific journal)

Real-time multi-step predictors from data streams

Yoshito Hirata, Taiji Yamada, Jun Takahashi, Hideyuki Suzuki

PHYSICS LETTERS A　Vol. 376　No. 45　p. 3092-3097　2012/10　Research paper (scientific journal)

Online prediction for wind speeds for time scales from seconds to minutes : Evaluation for prediction errors

HIRATA Yoshito, YAMADA Taiji, TAKAHASHI Jun, SUZUKI Hideyuki

Vol. 2012　No. 139　p. 73-76　2012/08/06

Impacts of clustering on interacting epidemics

Bing Wang, Lang Cao, Hideyuki Suzuki, Kazuyuki Aihara

JOURNAL OF THEORETICAL BIOLOGY　Vol. 304　p. 121-130　2012/07　Research paper (scientific journal)

Online medium-term time series prediction : Evaluation of prediction accuracy

HIRATA Yoshito, YAMADA Taiji, TAKAHASHI Jun, SUZUKI Hideyuki

IEICE technical report. Nonlinear problems　Vol. 112　No. 117　p. 75-77　2012/06/28

Analysis of an Agent-based Electricity Market Model with Renewable Energy Power Plants by Wind and Solar Power

IWAGAMI Akio, SUZUKI Hideyuki, AIHARA Kazuyuki

IEEJ Transactions on Power and Energy　Vol. 132　No. 5　p. 468-477　2012/05/01

Characterizing global evolutions of complex systems via intermediate network representations

Koji Iwayama, Yoshito Hirata, Kohske Takahashi, Katsumi Watanabe, Kazuyuki Aihara, Hideyuki Suzuki

SCIENTIFIC REPORTS　Vol. 2　2012/05　Research paper (scientific journal)

Predicting Information Diffusion in Twitter through Retweeting Behaviors

Vol. 2012　No. 0　p. 4C1R69-4C1R69　2012

Dynamics of associative memory network with self-oscillatory and non-self-oscillatory oscillators

Yusuke Okada, Yuichi Katori, Kazuyuki Aihara, Hideyuki Suzuki

PROCEEDINGS OF THE SEVENTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 17TH '12)　p. 573-576　2012　Research paper (international conference proceedings)

Characterizing Global Dynamics on Time-evolving Networks of Networks

Koji Iwayama, Yoshito Hirata, Hideyuki Suzuki, Kazuyuki Aihara

Proceedings of 2012 International Symposium on Nonlinear Theory and its Applications　2012　Research paper (scientific journal)

Nonlinear systems identification by combining regression with bootstrap resampling

Hiroaki Kuramae, Yoshito Hirata, Nicholas Bruchovsky, Kazuyuki Aihara, Hideyuki Suzuki

CHAOS　Vol. 21　No. 4　2011/12　Research paper (scientific journal)

Partial-discharge phenomena and piecewise isometries

Suzuki Hideyuki

RIMS Kokyuroku　Vol. 1742　No. 1742　p. 23-32　2011/05

A Neural Network Model for Categorical Effects in Color Memory

Chihiro Imai, Satohiro Tajima, Kazuyuki Aihara, Hideyuki Suzuki

PROCEEDINGS OF THE SIXTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 16TH '11)　p. 350-353　2011　Research paper (international conference proceedings)

Formation of orientation maps by spiral waves in primary visual cortex

Koji Iwayama, Kazuyuki Aihara, Hideyuki Suzuki

Proceedings of 2011 International Symposium on Nonlinear Theory and its Applications　2011　Research paper (scientific journal)

Epidemic spread in adaptive networks with multitype agents

Bing Wang, Lang Cao, Hideyuki Suzuki, Kazuyuki Aihara

JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL　Vol. 44　No. 3　2011/01　Research paper (scientific journal)

Theory of hybrid dynamical systems and its applications to biological and medical systems

Kazuyuki Aihara, Hideyuki Suzuki

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES　Vol. 368　No. 1930　p. 4893-4914　2010/11　Research paper (scientific journal)

Synchronized brain activity changes related to perceptual alternations

Iwayama K, Takahashi K, Watanabe K, Hirata Y, Aihara K, Suzuki H

Proceedings of the 15th International Symposium on Artificial Life and Robotics, AROB 15th{'}10　p. 747-750　2010

A mathematical model of the spread of swine flu based on trip data in Tokyo urban area

Transportation & economy　Vol. 70　No. 1　p. 54-62　2010/01

Self-organization of orientation-selective and ocular-dominance maps through spike-timing-dependent plasticity

Koji Iwayama, Kazuyuki Aihara, Hideyuki Suzuki

Artificial Life and Robotics　Vol. 14　No. 3　p. 371-374　2009/12　Research paper (scientific journal)

Change-Point Detection Based on Recurrence Plots

IWAYAMA Koji, HIRATA Yoshito, AIHARA Kazuyuki, SUZUKI Hideyuki

IEICE technical report　Vol. 109　No. 269　p. 31-34　2009/11/04

Parallel Simulation of a Large-Scale Chaotic Neural Network

OKU Makito, IWAYAMA Koji, TOKUDA Keita, SUZUKI Hideyuki, AIHARA Kazuyuki

IEICE technical report　Vol. 109　No. 269　p. 55-59　2009/11/04

Reconstruction of driving forces through recurrence plots

Masaaki Tanio, Yoshito Hirata, Hideyuki Suzuki

PHYSICS LETTERS A　Vol. 373　No. 23-24　p. 2031-2040　2009/05　Research paper (scientific journal)

Interspike Interval Statistics Obtained from Non-homogeneous Gamma Spike Generator.

Kantaro Fujiwara, Kazuyuki Aihara, Hideyuki Suzuki

Neural Information Processing, 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part I　p. 143-150　2009

28aPS-46 Numerical Study on New Universal Quantity of Synchronization in the Kuramoto Model

Sento Y., Nishikawa I., Aihara K., Suzuki H.

Meeting Abstracts of the Physical Society of Japan　Vol. 64　No. 0　p. 231-231　2009

Evaluation of Analysis Methods on Neural Spike Trains using Stochastic Models

FUJIWARA Kantaro, SUZUKI Hideyuki

SEISAN KENKYU　Vol. 61　No. 2　p. 122-124　2009

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　Vol. 172　No. 2　p. 312-322　2008/07　Research paper (scientific journal)

Wind direction modelling using multiple observation points

Yoshito Hirata, Danilo P. Mandic, Hideyuki Suzuki, Kazuyuki Aihara

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES　Vol. 366　No. 1865　p. 591-607　2008/02　Research paper (scientific journal)

Wind modelling and its possible application to control of wind farms.

Hirata Y, Suzuki H, Aihara K

Signal processing techniques for knowledge extraction and information fusion　p. 23-36　2008

Universality in Mathematical Modeling: A Comment on "Surprising Dynamics From a Simple Model"

Hideyuki Suzuki, Kazuyuki Aihara

Mathematics Magazine　Vol. 81　No. 4　p. 291-294　2008

Testing serial dependence by random-shuffle surrogates and the Wayland method

Yoshito Hirata, Shunsuke Horai, Hideyuki Suzuki, Kazuyuki Aihara

PHYSICS LETTERS A　Vol. 370　No. 3-4　p. 265-274　2007/10　Research paper (scientific journal)

応用から生まれつつある新しい数学=数理工学(第11回)ニューロン(神経細胞)の数理モデル(2)ニューロンの離散時間モデル

合原 一幸, 鈴木 秀幸

数学セミナー　Vol. 46　No. 2　p. 62-67　2007/02

Bistability of synchronous and desynchronous dynamics in a network with gap junctions

Katori Y, Hirata Y, Suzuki H, Aihara K

Proceedings of the 12th International Symposium on Artificial Life and Robotis, AROB 12th{'}07　p. 565-568　2007

Reconstructing state spaces from multivariate data using variable delays

Yoshito Hirata, Hideyuki Suzuki, Kazuyuki Aihara

PHYSICAL REVIEW E　Vol. 74　No. 2　2006/08　Research paper (scientific journal)

Emulation of adobe cid resources by cjk truetype fonts: Practical mappings from adobe cids to truetype glyphids

Suzuki Toshiya, Taiji Yamada, Masatake Yamato, Hideyuki Suzuki

Document Numerique　Vol. 9　No. 3-4　p. 17-43　2006　Research paper (scientific journal)

Double rotations

H Suzuki, S Ito, K Aihara

DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS　Vol. 13　No. 2　p. 515-532　2005/07　Research paper (scientific journal)

Complex behaviour of a simple partial-discharge model

H Suzuki, K Aihara, T Okamoto

EUROPHYSICS LETTERS　Vol. 66　No. 1　p. 28-34　2004/04　Research paper (scientific journal)

Array-enhanced coherence resonance and forced dynamics in coupled FitzHugh-Nagumo neurons with noise

Y Shinohara, T Kanamaru, H Suzuki, T Horita, K Aihara

PHYSICAL REVIEW E　Vol. 65　No. 5　2002/05　Research paper (scientific journal)

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 - Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics　Vol. 65　No. 5　2002　Research paper (scientific journal)

Analysis of neural spike trains with interspike interval reconstruction

H Suzuki, K Aihara, J Murakami, T Shimozawa

BIOLOGICAL CYBERNETICS　Vol. 82　No. 4　p. 305-311　2000/04　Research paper (scientific journal)

Correlation integral estimated from a spike train

Hideyuki Suzuki, Kazuyuki Aihara

ICONIP 1999, 6th International Conference on Neural Information Processing - Proceedings　Vol. 1　p. 27-31　1999　Research paper (international conference proceedings)

An application of ISI reconstruction to sensory neurons of crickets

H Suzuki, K Aihara, J Murakami, T Shimozawa

ICONIP'98: THE FIFTH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING JOINTLY WITH JNNS'98: THE 1998 ANNUAL CONFERENCE OF THE JAPANESE NEURAL NETWORK SOCIETY - PROCEEDINGS, VOLS 1-3　p. 1559-1562　1998　Research paper (international conference proceedings)

Takens' Embedding Theorem

SUZUKI Hideyuki

Journal of Japan Society for Fuzzy Theory and Systems　Vol. 10　No. 4　p. 662-666　1998