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检索条件"机构=Center for Control Engineering and Computation University of California"
1110 条 记 录,以下是71-80 订阅
排序:
Modeling and Contractivity of Neural-Synaptic Networks with Hebbian Learning
arXiv
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arXiv 2022年
作者: Centorrino, Veronica Bullo, Francesco Russo, Giovanni Scuola Superiore Meridionale Naples Italy The Department of Mechanical Engineering The Center for Control Dynamical Systems and Computation University of California Santa Barbara United States The Department of Information and Electric Engineering and Applied Mathematics University of Salerno Italy
This paper is concerned with the modeling and analysis of two of the most commonly used recurrent neural network models (i.e., Hopfield neural network and firing-rate neural network) with dynamic recurrent connections... 详细信息
来源: 评论
The missing base molecules in atmospheric acid-base nucleation
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National Science Review 2022年 第10期9卷 196-208页
作者: Runlong Cai Rujing Yin Chao Yan Dongsen Yang Chenjuan Deng Lubna Dada Juha Kangasluoma Jenni Kontkanen Roope Halonen Yan Ma Xiuhui Zhang Pauli Paasonen Tuukka Pet?j? Veli-Matti Kerminen Yongchun Liu Federico Bianchi Jun Zheng Lin Wang Jiming Hao James N.Smith Neil M. Donahue Markku Kulmala Douglas R.Worsnop Jingkun Jiang State Key Joint Laboratory of Environment Simulation and Pollution Control School of Environment Tsinghua University Institute for Atmospheric and Earth System Research/Physics Faculty of Science University of Helsinki Aerosol and Haze Laboratory Beijing Advanced Innovation Center for Soft Matter Science and Engineering Beijing University of Chemical Technology Collaborative Innovation Center of Atmospheric Environment and Equipment Technology Nanjing University of Information Science and Technology Laboratory of Atmospheric Chemistry Paul Scherrer Institute Center for Joint Quantum Studies and Department of Physics School of Science Tianjin University Key Laboratory of Cluster Science Ministry of Education of China School of Chemistry and Chemical Engineering Beijing Institute of Technology Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3) Department of Environmental Science and Engineering Fudan University Chemistry Department University of California Center for Atmospheric Particle Studies Carnegie Mellon University Department of Chemistry Carnegie Mellon University Aerodyne Research Inc.
Transformation of low-volatility gaseous precursors to new particles affects aerosol number concentration,cloud formation and hence the *** clustering of acid and base molecules is a major mechanism driving fast nucle... 详细信息
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From Contraction Theory to Fixed Point Algorithms on Riemannian and Non-Euclidean Spaces
From Contraction Theory to Fixed Point Algorithms on Riemann...
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IEEE Conference on Decision and control
作者: Francesco Bullo Pedro Cisneros-Velarde Alexander Davydov Saber Jafarpour Center of Control Dynamical Systems and Computation University of California Santa Barbara USA
The design of fixed point algorithms is at the heart of monotone operator theory, convex analysis, and of many modern optimization problems arising in machine learning and control. This tutorial reviews recent advance... 详细信息
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Pursuit-Evasion on a Sphere and When It Can Be Considered Flat  63
Pursuit-Evasion on a Sphere and When It Can Be Considered Fl...
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63rd IEEE Conference on Decision and control, CDC 2024
作者: Milutinovic, Dejan Moll, Alexander Von Manyam, Satyanarayana G. Casbeer, David W. Weintraub, Isaac E. Pachter, Meir Electrical and Computer Engineering Dept. University of California Santa Cruz Santa CruzCA United States Control Science Center Aerospace Systems Directorate Air Force Research Laboratory DaytonOH45435 United States Dcs Corporation DaytonOH United States Air Force Institute of Technology Wright-Patterson Afb Dept. of Electrical Engineering OH United States
In planar pursuit-evasion differential games considering a faster pursuer and slower evader, the interception points resulting from equilibrium strategies lie on the Apollonius circle. This property is instrumental fo... 详细信息
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Contraction Analysis of Hopfield Neural Networks with Hebbian Learning
Contraction Analysis of Hopfield Neural Networks with Hebbia...
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IEEE Conference on Decision and control
作者: Veronica Centorrino Francesco Bullo Giovanni Russo Scuola Superiore Meridionale University of Naples Federico II Italy Department of Mechanical Engineering Center for Control Dynamical Systems and Computation University of California Santa Barbara USA Department of Information and Electric Engineering and Applied Mathematics University of Salerno Italy
Motivated by advances in neuroscience and machine learning, this paper is concerned with the modeling and analysis of Hopfield neural networks with dynamic recurrent connections undergoing Hebbian learning. To capture... 详细信息
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An Exploration of Optimal Parameters for Efficient Blind Source Separation of EEG Recordings Using AMICA
An Exploration of Optimal Parameters for Efficient Blind Sou...
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IEEE Symposium on Bioinformatics and Bioengineering (BIBE)
作者: Gwenevere Frank Seyed Yahya Shirazi Jason Palmer Gert Cauwenberghs Scott Makeig Arnaud Delorme Electrical and Computer Engineering University of California San Diego La Jolla USA Swartz Center for Computational Neuroscience Institute for Neural Computation University of California San Diego La Jolla USA Statistics West Virginia University Morgantown USA Institute for Neural Computation University of California San Diego La Jolla USA Centre de recherche Cerveau et Cognition Paul Sabatier University Toulouse France
EEG continues to find a multitude of uses in both neuroscience research and medical practice, and independent component analysis (ICA) continues to be an important tool for analyzing EEG. A multitude of ICA algorithms...
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Biologically plausible robust control with Neural Network weight reset for unmanned aircraft systems under impulsive disturbances
Biologically plausible robust control with Neural Network we...
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American control Conference (ACC)
作者: Ignacio Rubio Scola Luis Rodolfo Garcia Carrillo Andrew T. Sornborger João P. Hespanha Department of Industrial Products Engineering INTI CONICET and UNR Rosario Argentina Klipsch School of Electrical and Computer Engineering New Mexico State University Las Cruces NM USA Los Alamos National Laboratory Los Alamos NM USA Center for Control Dynamical Systems and Computation University of California Santa Barbara USA
Self-learning control techniques mimicking the functionality of the limbic system in the mammalian brain have shown advantages in terms of superior learning ability and low computational cost. However, accompanying st...
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Non-Euclidean Monotone Operator Theory with Applications to Recurrent Neural Networks
Non-Euclidean Monotone Operator Theory with Applications to ...
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IEEE Conference on Decision and control
作者: Alexander Davydov Saber Jafarpour Anton V. Proskurnikov Francesco Bullo Center for Control Dynamical Systems and Computation University of California Santa Barbara USA School of Electrical and Computer Engineering Georgia Institute of Technology Department of Electronics and Telecommunications Politecnico di Torino Turin Italy
We provide a novel transcription of monotone operator theory to the non-Euclidean finite-dimensional spaces ℓ 1 and ℓ ∞ . We first establish properties of mappings which are monotone with respect to the non-Euclidea... 详细信息
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Extending dynamic mode decomposition to data from multiple outputs
arXiv
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arXiv 2021年
作者: Boddupalli, Nibodh Department of Mechanical Engineering Center for Control Dynamical Systems and Computation University of California Santa BarbaraCA United States
System identification based on Koopman operator theory has grown in popularity recently. Spectral properties of the Koopman operator of a system were proven to relate to properties like invariant sets, stability, peri...
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Dubins Vehicle Intercept of a Brownian Target on a Sphere
Dubins Vehicle Intercept of a Brownian Target on a Sphere
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IEEE Conference on Decision and control
作者: Dejan Milutinović David W. Casbeer Department of Electrical and Computer Engineering University of California Santa Cruz CA USA Control Science Center Air Force Research Laboratory Wright-Patterson AFB OH USA
This paper focuses on a navigation of a Dubins vehicle (DV) to intercept a moving target on a sphere. The uncertainty in the target motion is described by a Brownian motion model. An Itô-type stochastic different... 详细信息
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