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检索条件"任意字段=Conference on Complexity and Nonlinear Dynamics"
1416 条 记 录,以下是1-10 订阅
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An assessment of modeling dynamics in EEG signals using learned sparse nonlinear representations  30
An assessment of modeling dynamics in EEG signals using lear...
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30th IEEE International conference on Engineering, Technology, and Innovation
作者: Popescu, Dragos Constantin Mateescu, Andrei Stefan, Ioana Livia Vlasceanu, Ioana Miruna Sacala, Joan Stefan Dumitrache, Joan Univ POLITEHN Fac Automat Control & Comp Bucharest Romania
This work focuses on the challenge of modeling the nonlinear dynamics components of EEG signals, with the long term goal to extract valuable information regarding brain state behavior or emotional and psychological co... 详细信息
来源: 评论
Structural Risk Minimization for Learning nonlinear dynamics
Structural Risk Minimization for Learning Nonlinear Dynamics
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American Control conference (ACC)
作者: Stamouli, Charis Chatzipantazis, Evangelos Pappas, George J. Univ Penn Grasp Lab Philadelphia PA 19104 USA
Recent advances in learning or identification of nonlinear dynamics focus on learning a suitable model within a pre-specified model class. However, a key difficulty that remains is the choice of the model class from w... 详细信息
来源: 评论
Data-driven nonlinear restoring force identification using Gaussian Process regression model for feedback linearization  31
Data-driven nonlinear restoring force identification using G...
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31st International conference on Noise and Vibration Engineering, ISMA 2024 and 10th International conference on Uncertainty in Structural dynamics, USD 2024
作者: Paixão, J. Platzer, A. Rodriguez, J. Blal, N. Baguet, S. Université de Lyon CNRS INSA-Lyon LaMCoS UMR5259 Villeurbanne69621 France
The design of active controllers for vibration attenuation in mechanical systems depends on an accurate identification of the system. This task becomes very challenging in nonlinear systems due to the complexity and v... 详细信息
来源: 评论
A methodology to manage the complexity of a nonlinear multibody digital twin in railway applications  31
A methodology to manage the complexity of a nonlinear multib...
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31st International conference on Noise and Vibration Engineering, ISMA 2024 and 10th International conference on Uncertainty in Structural dynamics, USD 2024
作者: Auzanneau, B. Sadoulet-Reboul, E. Foltête, E. Ham-Livet, G. Cogan, S. Université de Franche-Comté FEMTO-ST Département de Mécanique Appliquée France ALSTOM Transport SA Le Creusot France
In the railway industry, digital twins based on nonlinear multibody simulations are developed to provide decision-making support for bogie design. A recurring question is to find an acceptable compromise between model... 详细信息
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A noise-robust approach to estimate dimension of sleep EEG in mice using permutation entropy
A noise-robust approach to estimate dimension of sleep EEG i...
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IEEE International conference on Fuzzy Systems (FUZZ-IEEE)
作者: Koyama, Kazuki Sakaguchi, Masanori Ohnishi, Takaaki Rikkyo Univ Grad Sch Artificial Intelligence & Sci Tokyo Japan Univ Tsukuba Int Inst Integrat Sleep Med WPI IIIS Ibaraki Japan
Generally, an electroencephalogram (EEG) follows nonlinear dynamics because it shows complex regularities. The analysis of nonlinear dynamics using the 'embedding' method requires the determination of paramete... 详细信息
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Rademacher complexity of Neural ODEs via Chen-Fliess Series  6
Rademacher Complexity of Neural ODEs via Chen-Fliess Series
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6th Annual Learning for dynamics and Control conference
作者: Hanson, Joshua Raginsky, Maxim Univ Illinois 1308 W Main St Urbana IL 61801 USA
We show how continuous-depth neural ODE models can be framed as single-layer, infinite-width nets using the Chen-Fliess series expansion for nonlinear ODEs. In this net, the output "weights" are taken from t... 详细信息
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A Control Approach for nonlinear Stochastic State Uncertain Systems with Probabilistic Safety Guarantees
A Control Approach for Nonlinear Stochastic State Uncertain ...
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American Control conference (ACC)
作者: Ramadan, Mohammad S. Alsuwaidan, Mohammad Atallah, Ahmed Herbert, Sylvia Argonne Natl Lab Math & Comp Sci Div Argonne IL 60439 USA Univ Calif San Diego Dept Mech & Aerosp Engn La Jolla CA USA
This paper presents an algorithm to apply nonlinear control design approaches to the case of stochastic systems with partial state observation. Deterministic nonlinear control approaches are formulated under the assum... 详细信息
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nonlinear behaviours of a class of inertial amplifiers  31
Nonlinear behaviours of a class of inertial amplifiers
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31st International conference on Noise and Vibration Engineering, ISMA 2024 and 10th International conference on Uncertainty in Structural dynamics, USD 2024
作者: Shaw, A. Nar, E. Adhikari, S. Swansea University Department of Aerospace Engineering Bay Campus Fabian Way SwanseaSA1 8EN United Kingdom University of Bristol School of Electrical Electronic and Mechanical Engineering Queens Building University Walk BristolBS8 1TR United Kingdom University of Glasgow James Watt School of Engineering University Avenue GlasgowG12 8QQ United Kingdom
Inertial amplifiers (IAs) mechanically enhance the inertia of a dynamic system, without requiring similar increases in system mass, with potential applications ranging from vibration isolation to energy harvesting and... 详细信息
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Convolutional neural networks applied to nonlinear dynamical systems: a Wiener series perspective  31
Convolutional neural networks applied to nonlinear dynamical...
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31st International conference on Noise and Vibration Engineering, ISMA 2024 and 10th International conference on Uncertainty in Structural dynamics, USD 2024
作者: Massingham, J. Nielsen, O. Butlin, T. University of Cambridge Department of Engineering United Kingdom Bose Corporation FraminghamMA United States
Accurately predicting the response of nonlinear dynamical systems subject to random excitation is a challenging task. Machine learning models, such as convolutional neural networks (CNNs), have demonstrated state-of-t... 详细信息
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Adaptive Command Filtered Backstepping Control of Connected Vehicles with nonlinear Disturbances  35
Adaptive Command Filtered Backstepping Control of Connected ...
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35th Chinese Control and Decision conference (CCDC)
作者: Li, Yixuan Wen, Shixi Zhao, Yuan Dalian Univ Sch Informat & Engn Dalian Peoples R China
This paper investigates the problem of adaptive control of connected vehicles subject to uncertain nonlinearity. A third-order nonlinear error model is established, which considers the effect of nonlinear vehicle dyna... 详细信息
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