Statistical Mechanics of the Brain

Presentations

• Recent progress in the statistical physics of real neural networks

  ORAL · Invited

  March 7, 2023, 11:30 AM – March 7, 2023, 12:06 PM

  Presenters

  • William S Bialek

    • Princeton University

  Authors

  • William S Bialek

    • Princeton University

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• Multi-Relevance: Coexisting but Distinct Notions of Scale in Large Systems

  ORAL

  March 7, 2023, 12:06 PM – March 7, 2023, 12:18 PM

  Presenters

  • Adam G Kline

    • University of Chicago

  Authors

  • Adam G Kline

    • University of Chicago

  • Stephanie E Palmer

    • University of Chicago

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• Exploring Criticality in Markovian Brain Dynamics

  ORAL

  March 7, 2023, 12:18 PM – March 7, 2023, 12:30 PM

  Presenters

  • Faheem Mosam

    • Toronto Metropolitan University (Formerly Ryerson)

  Authors

  • Faheem Mosam

    • Toronto Metropolitan University (Formerly Ryerson)

  • Eric De Giuli

    • Ryerson Univ

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• Sparse, consistent correlation structure in the retinal population code across natural movies

  ORAL

  March 7, 2023, 12:30 PM – March 7, 2023, 12:42 PM

  Presenters

  • Caroline M Holmes

    • Princeton University

  Authors

  • Caroline M Holmes

    • Princeton University

  • Benjamin Hoshal

    • University of Chicago

  • Michael Berry

    • Princeton University

  • Olivier Marre

    • INSERM
    • Sorbonne Universite ´ , INSERM, CNRS, Institut de la Vision

  • Stephanie E Palmer

    • University of Chicago

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• Coarse-graining facilitates generalization in populations of retinal ganglion cells

  ORAL

  March 7, 2023, 12:42 PM – March 7, 2023, 12:54 PM

  Presenters

  • Kyle Bojanek

    • University of Chicago

  Authors

  • Kyle Bojanek

    • University of Chicago

  • Olivier Marre

    • INSERM
    • Sorbonne Universite ´ , INSERM, CNRS, Institut de la Vision

  • Michael Berry

    • Princeton University

  • Stephanie E Palmer

    • University of Chicago

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• Brain network dynamics for navigational learning and memory

  ORAL

  March 7, 2023, 12:54 PM – March 7, 2023, 1:06 PM

  Presenters

  • Jean M Carlson

    • University of California, Santa Barbara

  Authors

  • Jean M Carlson

    • University of California, Santa Barbara

  • Erica Ward

    • University of California Irvine

  • Robery Woodry

    • University of California Irvine

  • Elizabeth Chrastil

    • University of California Irvine

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• Heavy-tailed neuronal connectivity arises from Hebbian self-organization

  ORAL

  March 7, 2023, 1:06 PM – March 7, 2023, 1:18 PM

  Publication: https://www.biorxiv.org/content/10.1101/2022.05.30.494086v1

  Presenters

  • Christopher W Lynn

    • Princeton University

  Authors

  • Christopher W Lynn

    • Princeton University

  • Caroline M Holmes

    • Princeton University

  • Stephanie E Palmer

    • University of Chicago

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• Signatures of criticality in the physical structure of the brain

  ORAL

  March 7, 2023, 1:18 PM – March 7, 2023, 1:30 PM

  Presenters

  • Helen S Ansell

    • Northwestern University

  Authors

  • Helen S Ansell

    • Northwestern University

  • Istvan A Kovacs

    • Northwestern University

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• Early Path Dominance as a Principle for Neurodevelopment

  ORAL

  March 7, 2023, 1:30 PM – March 7, 2023, 1:42 PM

  Presenters

  • Rostam M Razban

    • Stony Brook University (SUNY)

  Authors

  • Rostam M Razban

    • Stony Brook University (SUNY)

  • Jonathan A Pachter

    • Stony Brook University (SUNY)

  • Ken A Dill

    • Stony Brook University (SUNY)

  • Lilianne R Mujica-Parodi

    • Stony Brook University (SUNY)

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• Multistable irregular activity in large winner-take-all networks

  ORAL

  March 7, 2023, 1:42 PM – March 7, 2023, 1:54 PM

  Presenters

  • Rich Pang

    • Princeton University

  Authors

  • Rich Pang

    • Princeton University

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• A random matrix theory in eigenspace enables direct control of collective network activity

  ORAL

  March 7, 2023, 1:54 PM – March 7, 2023, 2:06 PM

  Publication: We plan to make this work into a preprint by March

  Presenters

  • Lorenzo Tiberi

    • Forschungszentrum Jülich GmbH

  Authors

  • Lorenzo Tiberi

    • Forschungszentrum Jülich GmbH

  • David Dahmen

    • Forschungszentrum Jülich GmbH

  • Moritz Helias

    • Forschungszentrum Jülich GmbH

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• Learning Dynamic Graphs, Too Slow

  ORAL

  March 7, 2023, 2:06 PM – March 7, 2023, 2:18 PM

  Publication: arXiv:2207.02177

  Presenters

  • Andrei A Klishin

    • University of Pennsylvania
    • University of Washington

  Authors

  • Andrei A Klishin

    • University of Pennsylvania
    • University of Washington

  • Nicholas H Christianson

    • California Institute of Technology

  • Cynthia S.Q. Siew

    • National University of Singapore

  • Dani S Bassett

    • University of Pennsylvania

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• Thermal management in neuromorphic materials, devices, and networks

  ORAL

  March 7, 2023, 2:18 PM – March 7, 2023, 2:30 PM

  Publication: 1. J. del Valle, J. G. Ramírez, M. J. Rozenberg, I. K. Schuller, J. Appl. Phys. 124, 211101 (2018).
  2. Ivan K. Schuller, Alex Frano, R. C. Dynes, Axel Hoffmann, Beatriz Noheda, Catherine Schuman, Abu Sebastian, and Jian Shen , Appl. Phys. Lett. 120, 140401 (2022).
  3. Felipe Torres, Ali C. Basaran, Ivan K. Schuller, Advanced Materials (2022) https://doi.org/10.1002/adma.202205098.
  4. Erbin Qiu, Pavel Salev, Felipe Torres, Henry Navarro, Robert C. Dynes and Ivan K. Schuller, Emergence of stochasticity from synchronization, to be submitted
  5. H. Navarro, S. Das, F. Torres, R. Basak, E. Qiu, N. M. Vargas, P. Lapa, M. Rozenberg, A. Frano, and Ivan K. Schuller, Light-Induced Non-Volatile Transition in CdS–Nickelates Heterostructures, to be submitted.
  6. Felipe Torres, Graph neural networks and Machine Learning for Thermal Management of Neuromorphic Materials, to be submitted.
  7. Alejandro Acevedo; Felipe Torres; Miguel Kiwi; Felipe Baeza-Lehnert; L. Felipe Barros; Dasfne Lee-Liu; Christian González-Billault, Metabolic switch in the aging astrocyte supported via integrative approach comprising network and transcriptome analyses, submitted to Cell Metabolism.
  
  

  Presenters

  • Felipe Torres

    • Universidad de Chile

  Authors

  • Felipe Torres

    • Universidad de Chile

  • ALI C BASARAN

    • University of California, San Diego

  • IVAN K SCHULLER

    • University of California, San Diego
    • Department of Physics, University of California San Diego
    • Department of Physics, University of California, San Diego

  View abstract →