Machine Learning for Modeling and Control of Biological Systems II

Presentations

• Bridging Mechanism and Phenomenology in Models of Complex Systems

  COFFEE_KLATCH · Invited

  March 17, 2017, 11:15 AM – March 17, 2017, 11:51 AM

  Authors

  • Mark Transtrum

    • Brigham Young University
    • Brigham Young Univ - Provo

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• Increasingly diverse brain dynamics in the developmental arc: using Pareto-optimization to infer a mechanism

  ORAL

  March 17, 2017, 11:51 AM – March 17, 2017, 12:03 PM

  Authors

  • Evelyn Tang

    • University of Pennsylvania

  • Chad Giusti

    • University of Pennsylvania

  • Graham Baum

    • University of Pennsylvania

  • Shi Gu

    • University of Pennsylvania

  • Eli Pollock

    • University of Pennsylvania

  • Ari Kahn

    • University of Pennsylvania

  • David Roalf

    • University of Pennsylvania

  • Tyler Moore

    • University of Pennsylvania

  • Kosha Ruparel

    • University of Pennsylvania

  • Ruben Gur

    • University of Pennsylvania

  • Raquel Gur

    • University of Pennsylvania

  • Theodore Satterthwaite

    • University of Pennsylvania

  • Danielle Bassett

    • University of Pennsylvania
    • Univ of Pennsylvania

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• Uninformative priors prefer simpler models

  ORAL

  March 17, 2017, 12:03 PM – March 17, 2017, 12:15 PM

  Authors

  • Henry Mattingly

    • Princeton University

  • Michael Abbott

    • Institute of Physics, Jagiellonian University

  • Benjamin Machta

    • Princeton University
    • Lewis-Sigler Institute, Department of Physics, Princeton University,

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• Reconstructing the information topology of models of complex systems

  ORAL

  March 17, 2017, 12:15 PM – March 17, 2017, 12:27 PM

  Authors

  • Kolten Barfuss

    • Brigham Young University

  • Mark Transtrum

    • Brigham Young University
    • Brigham Young Univ - Provo

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• TBD

  COFFEE_KLATCH · Invited

  March 17, 2017, 12:27 PM – March 17, 2017, 1:03 PM

  Authors

  • David Schwab

    • Northwestern University
    • Department of Physics and Astronomy, Northwestern University

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• How the prior information shapes couplings in neural fields performing optimal multisensory integration

  ORAL

  March 17, 2017, 1:03 PM – March 17, 2017, 1:15 PM

  Authors

  • He Wang

    • Hong Kong Univ of Sci \& Tech

  • Wen-Hao Zhang

    • Hong Kong University of Science and Technology
    • Carnegie Mellon University

  • K. Y. Michael Wong

    • Hong Kong University of Science and Technology
    • Hong Kong Univ of Sci \& Tech
    • Hong Kong Univ of Sci & Tech

  • Si Wu

    • Beijing Normal University

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• An information theoretic approach to geometric clustering

  ORAL

  March 17, 2017, 1:15 PM – March 17, 2017, 1:27 PM

  Authors

  • DJ Strouse

    • Princeton University

  • David Schwab

    • Northwestern University
    • Department of Physics and Astronomy, Northwestern University

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• Congruent and Opposite Neurons as Partners in Multisensory Integration and Segregation

  ORAL

  March 17, 2017, 1:27 PM – March 17, 2017, 1:39 PM

  Authors

  • Wen-Hao Zhang

    • Hong Kong University of Science and Technology
    • Carnegie Mellon University

  • K. Y. Michael Wong

    • Hong Kong University of Science and Technology
    • Hong Kong Univ of Sci \& Tech
    • Hong Kong Univ of Sci & Tech

  • He Wang

    • Hong Kong University of Science and Technology

  • Si Wu

    • Beijing Normal University

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• Universal statistics of terminal dynamics before collapse

  ORAL

  March 17, 2017, 1:39 PM – March 17, 2017, 1:51 PM

  Authors

  • Nicolas Lenner

    • Max Planck Institute for dynamics and self-organization

  • Stephan Eule

    • Max Planck Institute for dynamics and self-organization

  • Fred Wolf

    • Max Planck Institute for dynamics and self-organization
    • Max Planck Institute for Dynamics and Self-Organization

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• Learning to soar in turbulent environments

  ORAL

  March 17, 2017, 1:51 PM – March 17, 2017, 2:03 PM

  Authors

  • Gautam Reddy

    • Univ of California - San Diego

  • Antonio Celani

    • International Centre for Theoretical Physics, Trieste

  • Terrence Sejnowski

    • Salk Institute of Biological Studies, La Jolla

  • Massimo Vergassola

    • Univ of California - San Diego

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• Quantifying falsifiability of scientific theories

  ORAL

  March 17, 2017, 2:03 PM – March 17, 2017, 2:15 PM

  Authors

  • Ilya Nemenman

    • Emory University
    • Department of Physics and Biology, Emory University
    • Department of Physics, Emory University

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