研究者総覧
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スエタニ ヒロミチ
末谷 大道
所属
大分大学 理工学部 物理学連携プログラム
職種
教授
論文
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Impact of weak generalized synchronization on time series forecasting using reservoir computers Chaos: An Interdisciplinary Journal of Nonlinear Science 36 (4),043125 (17 pages) 2026/04/20
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秩序とカオスのはざま―間欠性と過渡過程 日本物理学会誌 80 (11),618-626頁 2025/11
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Exploring Hierarchical Generalized Synchronization in Spiking Neural Networks for Robust Neuromorphic Computing Proceedings of 2025 International Symposium on Nonlinear Theory and Its Applications (NOLTA2025),197-200頁 2025/10
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Unsupervised learning of collective patterns in self- propelled particles through persistent homology European Physical Journal Web of Conferences 334 (Proceedings of Traffic & Granular Flows 2024), 02002 (9 pages) 2025/09
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Exploration of universality and individuality in human EEG: A reservoir computing approach Workshop Biosignals 2024, Göttingen 2024/03
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Exploring Individuality in Human EEG Using Reservoir Computing Artificial Neural Networks and Machine Learning – ICANN 2023,551-555頁 2023/09/22
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Spatiotemporal consistency of neural responses to repeatedly presented video stimuli accounts for population preferences Scientific Reports 13 (1) 2023/04/04
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Non-Markov type analysis and diffusion map analysis for molecular dynamics trajectory of chignolin at a high temperature Life 12,1188 (12 pages) 2022/08
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On the Phase Description of Chaotic Oscillators Journal of the Physical Society of Japan 91,014001 (6 pages) 2022/01
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リザバーコンピューティングと脳 Clinical Neuroscience 39,832-835頁 2021/07
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A manifold learning approach to mapping individuality of human brain oscillations through beta-divergence Neuroscience Research 2020/02
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Multiple Pattern Generations and Chaotic Itinerant Dynamics in Reservoir Computing Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions. ICANN 2019. Lecture Notes in Computer Science, vol 11731. Springer, Cham 5,76-81頁 2019/09
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Conformational change of a biomolecule studied by the weighted ensemble method: Use of the diffusion map method to extract reaction coordinates Journal of Chemical Physics 149,134112(10 pages) 2018/09
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A Manifold Learning Approach to Chart Human Brain Dynamics Using Resting EEG Signals Unifying Themes in Complex Systems IX,359-367頁 2018/07
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Assimilating nonlinear dynamics with FORCE-learning: a perspective from chaotic synchronization 2017 International Symposium on Nonlinear Theory and Its Applications (NOLTA),268-270頁 2017/12
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Macroscopic reliability of chaos in recurrent neural networks: An approach based on canonical correlation analysis Proceedings of 21st International Symposium on Artificial Life and Robotics (AROB 21st 2016),545-548頁 2016/01
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Weak Sensitivity to Initial Conditions for Generating Temporal Patterns in Recurrent Neural Networks: A Reservoir Computing Approach ISCS 2014: Interdisciplinary Symposium on Complex Systems, Emergence of Complexity and Computation 14,47-55頁 2015/01
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Geometry of Dynamic Movement Primitives in Neural Space: A FORCE-Learning Approach ADVANCES IN COGNITIVE NEURODYNAMICS (IV),265-270頁 2015
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Consistency of human brain response to noisy visual inputs 014 International Symposium on Nonlinear Theory and Its Applications (NOLTA),265-270頁 2014/09
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Identification of equivalent dynamics using ordinal pattern distributions EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS 222 (2),553-568頁 2013/06
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Canonical correlation analysis for muscle synergies organized by sensory-motor interactions in musculoskeletal arm movements Proceedings - IEEE International Conference on Robotics and Automation,2606-2611頁 2013
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Manifold learning approach for chaos in the dripping faucet PHYSICAL REVIEW E 86 (3),036209(8 pages) 2012/09
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Chaotic phase synchronization in bursting-neuron models driven by a weak periodic force PHYSICAL REVIEW E 86 (1),016205 (11 pages) 2012/07
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Using Basin Ruins and Co-moving Low-dimensional Latent Coordinates for Dynamic Programming of Biped Walkers on Roughing Ground 2012 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA),517-523頁 2012
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A RANSAC-Based ISOMAP for Filiform Manifolds in Nonlinear Dynamical Systems-An Application to Chaos in a Dripping Faucet ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2011, PT II 6792,277-+頁 2011
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Nonlinear Structure of Escape-Times to Falls for a Passive Dynamic Walker on an Irregular Slope: Anomaly Detection using Multi-Class Support Vector Machine and Latent State Extraction by Canonical Correlation Analysis 2011 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS,2715-2722頁 2011
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Bifurcation analysis of solitary and synchronized pulses and formation of reentrant waves in laterally coupled excitable fibers PHYSICAL REVIEW E 78 (5),056208 2008/11
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PULSE DYNAMICS IN COUPLED EXCITABLE FIBERS: SOLITON-LIKE COLLISION, PHASE LOCKING, AND RECOMBINATION INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS 18 (8),2289-2308頁 2008/08
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Detecting Generalized Synchronization Between Chaotic Signals: A Kernel-based Approach Journal of Physics A 39 (34),10723-10742頁 2006/08
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Detecting generalized synchronization of chaotic dynamical systems - A kernel-based method and choice of its parameter PROGRESS OF THEORETICAL PHYSICS SUPPLEMENT 161 (161),340-343頁 2006
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Noise-induced enhancement of fluctuation and spurious synchronization in uncoupled type-I intermittent chaotic systems Physical Review E - Statistical, Nonlinear, and Soft Matter Physics 69 (1),162191-1621910頁 2004/01
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Noise-induced enhancement of fluctuation and spurious synchronization in uncoupled type-I intermittent chaotic systems PHYSICAL REVIEW E 69 (1),016219(10 pages) 2004/01
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Noise-induced order in type-I intermittency NOISE IN COMPLEX SYSTEMS AND STOCHASTIC DYNAMICS II 5471,445-456頁 2004
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Deterministic stochastic resonance in chaotic diffusion NOISE IN COMPLEX SYSTEMS AND STOCHASTIC DYNAMICS 5114,488-497頁 2003
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Inhomogeneity-enhanced coherence resonance in assemblies of uncoupled chaotic elements NOISE IN COMPLEX SYSTEMS AND STOCHASTIC DYNAMICS 5114,478-487頁 2003
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Singularities in the fluctuation of on-off intermittency PHYSICAL REVIEW E 65 (5),056217(12 pages) 2002/05
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Multifractal structure of a riddled basin CHAOS 11 (4),795-801頁 2001/12
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Scaling Structures of Riddled Basins and On-Off Intermittency Kyoto University 2001/09
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Self-similarity dynamics of on-off intermittency PROGRESS OF THEORETICAL PHYSICS SUPPLEMENT 139 (139),70-82頁 2000
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Large deviation properties of on-off intermittency PHYSICAL REVIEW E 60 (1),422-428頁 1999/07
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