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Neurodynamical Models of Cognition

FOCUS · M01 · ID: 1067676

Presentations

  • Robust Memory Manifolds in Neural Networks

    ORAL

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    Publication: Tankut Can, Kamesh Krishnamurthy, Emergence of Memory Manifolds, arXiv:2109.03879 (2021)

    Presenters

    • Tankut U Can

      Institute for Advanced Study, The School of Natural Sciences at the Institute for Advanced Study at Princeton

    Authors

    • Tankut U Can

      Institute for Advanced Study, The School of Natural Sciences at the Institute for Advanced Study at Princeton

    • Kamesh Krishnamurthy

      Princeton University

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  • Mean Field trajectories in a spin model for decision making on the move

    ORAL

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    Publication: 1. D. Gorbonos, N.S. Gov & I.D. Couzin, Mean Field Trajectories in a Spin Model for Decision-Making on the Move , in preparation.<br>2. V.H. Sridhar, L. Li, D. Gorbonos, M. Nagy, B.R. Schell, T. Sorochkin, N. S. Gov & I. D. Couzin, The Geometry of Decision-making in Individuals and Collectives, PNAS 118 (50), 2021

    Presenters

    • Dan Gorbonos

      Max Planck Institute of Animal Behavior

    Authors

    • Dan Gorbonos

      Max Planck Institute of Animal Behavior

    • Nir S Gov

      Weizmann Institute of Science

    • Iain Couzin

      Univeristy of Konstanz and Max Planck Institute of Animal Behavior, University of Konstanz and Max Planck Institute of Animal Behavior

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  • Transitions in Classical Dynamical Systems

    ORAL

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    Presenters

    • Negin Moharrami Allafi

      The Graduate Center, CSI, City University of New York

    Authors

    • Negin Moharrami Allafi

      The Graduate Center, CSI, City University of New York

    • Enrique Pujals

      The Graduate Center, City University of New York

    • Vadim Oganesyan

      CUNY, Staten Island, The Graduate Center, City University of New York

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  • Frequency Shifting and Induced Stability in Systems of Asymmetrically Coupled Oscillators

    ORAL

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    Presenters

    • Joseph C McKinley

      Florida Atlantic University

    Authors

    • Joseph C McKinley

      Florida Atlantic University

    • Mengsen Zhang

      University of North Carolina at Chapel Hill

    • Alice Wead

      Florida Atlantic University

    • Christine Williams

      Florida Atlantic University

    • Emmanuelle Tognoli

      Florida Atlantic University

    • Christopher Beetle

      Florida Atlantic University

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  • Dynamics of model oscillatory neuronal networks with adaptive synaptic weights and structure

    ORAL

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    Publication: Chauhan, K., Khaledi-Nasab, A., Neiman, A.B. et al. Dynamics of phase oscillator networks with synaptic weight and structural plasticity. Sci Rep 12, 15003 (2022). https://doi.org/10.1038/s41598-022-19417-9

    Presenters

    • Kanishk Chauhan

      Ohio University

    Authors

    • Kanishk Chauhan

      Ohio University

    • Ali Khaledi-Nasab

      Department of Neurosurgery, Stanford University, Stanford, California 94305, USA

    • Alexander B Neiman

      Department of Physics and Astronomy, Ohio University, Athens, Ohio 45701, USA

    • Peter A Tass

      Department of Neurosurgery, Stanford University, Stanford, California 94305, USA, Stanford University

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  • Interpreting polychronization through the lens of tropical geometry

    ORAL

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    Publication: Published paper doi:10.1145/3451214 describes the initial connection between tropical algebra and temporal coding/temporal computing schemes. Planned paper based on using tropical geometry (eigenspace polytopes) to understand attractor structure in integrate-and-fire neural networks.

    Presenters

    • Matthew W Daniels

      NIST, National Institute of Standards and Technology

    Authors

    • Matthew W Daniels

      NIST, National Institute of Standards and Technology

    • Advait Madhavan

      National Institute of Standards and Technology, University of Maryland

    • Mark D Stiles

      National Institute of Standards and Technology

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  • High-order phase reduction applied to remote synchronization

    ORAL

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    Publication: <br> <br>References<br> <br>[1] E. Gengel, E. Teichmann, M. Rosenblum, and A. Pikovsky, J. of Physics: Complexity, 2, 015005 (2021)<br>[2] M. Kumar and M. Rosenblum, PRE 104, 054202 (2021)

    Presenters

    • Michael Rosenblum

      University of Potsdam, Germany

    Authors

    • Michael Rosenblum

      University of Potsdam, Germany

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  • Neurodynamical computing at the information boundaries of intelligent systems

    ORAL

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    Publication: Monaco JD and Hwang GM. (In revision). Neurodynamical computing at the information boundaries of intelligent systems. Cognitive Computation.<br><br>Monaco JD, Rajan K, and Hwang GM. (2021). A brain basis of dynamical intelligence for AI and computational neuroscience. Preprint. arxiv:2105.07284

    Presenters

    • Joseph D Monaco

      SelfMotion Labs

    Authors

    • Joseph D Monaco

      SelfMotion Labs

    • Grace M Hwang

      Johns Hopkins University Applied Physics Laboratory

    View abstract →