Statistical Mechanics of the Brain
FOCUS · G02 · ID: 1067670
Presentations
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Recent progress in the statistical physics of real neural networks
ORAL · Invited
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Presenters
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William S Bialek
Princeton University
Authors
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William S Bialek
Princeton University
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Multi-Relevance: Coexisting but Distinct Notions of Scale in Large Systems
ORAL
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Presenters
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Adam G Kline
University of Chicago
Authors
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Adam G Kline
University of Chicago
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Stephanie E Palmer
University of Chicago
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Exploring Criticality in Markovian Brain Dynamics
ORAL
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Presenters
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Faheem Mosam
Toronto Metropolitan University (Formerly Ryerson)
Authors
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Faheem Mosam
Toronto Metropolitan University (Formerly Ryerson)
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Eric De Giuli
Ryerson Univ
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Sparse, consistent correlation structure in the retinal population code across natural movies
ORAL
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Presenters
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Caroline M Holmes
Princeton University
Authors
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Caroline M Holmes
Princeton University
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Benjamin Hoshal
University of Chicago
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Michael Berry
Princeton University
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Olivier Marre
INSERM, Sorbonne Universite ´ , INSERM, CNRS, Institut de la Vision
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Stephanie E Palmer
University of Chicago
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Coarse-graining facilitates generalization in populations of retinal ganglion cells
ORAL
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Presenters
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Kyle Bojanek
University of Chicago
Authors
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Kyle Bojanek
University of Chicago
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Olivier Marre
INSERM, Sorbonne Universite ´ , INSERM, CNRS, Institut de la Vision
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Michael Berry
Princeton University
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Stephanie E Palmer
University of Chicago
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Brain network dynamics for navigational learning and memory
ORAL
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Presenters
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Jean M Carlson
University of California, Santa Barbara
Authors
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Jean M Carlson
University of California, Santa Barbara
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Erica Ward
University of California Irvine
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Robery Woodry
University of California Irvine
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Elizabeth Chrastil
University of California Irvine
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Heavy-tailed neuronal connectivity arises from Hebbian self-organization
ORAL
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Publication: https://www.biorxiv.org/content/10.1101/2022.05.30.494086v1
Presenters
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Christopher W Lynn
Princeton University
Authors
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Christopher W Lynn
Princeton University
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Caroline M Holmes
Princeton University
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Stephanie E Palmer
University of Chicago
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Signatures of criticality in the physical structure of the brain
ORAL
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Presenters
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Helen S Ansell
Northwestern University
Authors
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Helen S Ansell
Northwestern University
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Istvan A Kovacs
Northwestern University
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Early Path Dominance as a Principle for Neurodevelopment
ORAL
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Presenters
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Rostam M Razban
Stony Brook University (SUNY)
Authors
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Rostam M Razban
Stony Brook University (SUNY)
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Jonathan A Pachter
Stony Brook University (SUNY)
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Ken A Dill
Stony Brook University (SUNY)
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Lilianne R Mujica-Parodi
Stony Brook University (SUNY)
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Multistable irregular activity in large winner-take-all networks
ORAL
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Presenters
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Rich Pang
Princeton University
Authors
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Rich Pang
Princeton University
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A random matrix theory in eigenspace enables direct control of collective network activity
ORAL
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Publication: We plan to make this work into a preprint by March
Presenters
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Lorenzo Tiberi
Forschungszentrum Jülich GmbH
Authors
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Lorenzo Tiberi
Forschungszentrum Jülich GmbH
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David Dahmen
Forschungszentrum Jülich GmbH
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Moritz Helias
Forschungszentrum Jülich GmbH
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Learning Dynamic Graphs, Too Slow
ORAL
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Publication: arXiv:2207.02177
Presenters
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Andrei A Klishin
University of Pennsylvania, University of Washington
Authors
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Andrei A Klishin
University of Pennsylvania, University of Washington
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Nicholas H Christianson
California Institute of Technology
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Cynthia S.Q. Siew
National University of Singapore
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Dani S Bassett
University of Pennsylvania
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Thermal management in neuromorphic materials, devices, and networks
ORAL
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Publication: 1. J. del Valle, J. G. Ramírez, M. J. Rozenberg, I. K. Schuller, J. Appl. Phys. 124, 211101 (2018).<br>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).<br>3. Felipe Torres, Ali C. Basaran, Ivan K. Schuller, Advanced Materials (2022) https://doi.org/10.1002/adma.202205098.<br>4. Erbin Qiu, Pavel Salev, Felipe Torres, Henry Navarro, Robert C. Dynes and Ivan K. Schuller, Emergence of stochasticity from synchronization, to be submitted<br>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.<br>6. Felipe Torres, Graph neural networks and Machine Learning for Thermal Management of Neuromorphic Materials, to be submitted.<br>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.<br><br>
Presenters
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Felipe Torres
Universidad de Chile
Authors
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Felipe Torres
Universidad de Chile
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ALI C BASARAN
University of California, San Diego
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IVAN K SCHULLER
University of California, San Diego, Department of Physics, University of California San Diego, Department of Physics, University of California, San Diego
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