Stochastic Thermodynamics of Biological and Artificial Information Processing II

FOCUS · Y09 · ID: 46549

Presentations

  • ORAL · Invited

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    Publication: What would it take to build a thermodynamically reversible Universal Turing machine? Computational and thermodynamic constraints in a molecular design arXiv preprint arXiv:2102.03388

    Online learning in Plato's cave: Thermodynamic costs of inference from sample data illustrated with an explicit model (manuscript in preparation)

    Presenters

    • Thomas E Ouldridge

      • Imperial College London

    Authors

    • Thomas E Ouldridge

      • Imperial College London

    • Rory A Brittain

      • Malvern Panalytical

    • Nick S Jones

      • Imperial College London

    • Thomas M McGrath

      • Google Deep Mind

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  • ORAL

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    Publication: Tasnim, Farita, Tarek Tohme, and David H. Wolpert. "Thermodynamic uncertainty relations and first-passage times for information flows in co-evolving systems." In preparation (2021).

    Presenters

    • Farita Tasnim

      • Massachusetts Institute of Technology MI

    Authors

    • Farita Tasnim

      • Massachusetts Institute of Technology MI

    • Tarek Tohme

      • Universite Paris-Saclay

    • David H Wolpert

      • Santa Fe Inst

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  • ORAL

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    Publication: L Da Costa, K Friston, C Heins, GA Pavliotis. Bayesian mechanics for stationary processes. arXiv:2106.13830. 2021.
    K Friston, L Da Costa, N Sajid, C Heins, K Ueltzhöffer, GA Pavliotis, T Parr. The free energy principle made simpler but not too simple. In preparation.
    T Parr, L Da Costa, K Friston. Markov blankets, information geometry and stochastic thermodynamics. Philosophical Transactions of the Royal Society A. 2020.
    T Parr, J Limanowski, V Rawji, K Friston. The computational neurology of movement under active inference. Brain. 2021.
    K Friston. Life as we know it. Neural Computation. Journal of the Royal Society Interface. 2013.

    Presenters

    • Lancelot Da Costa

      • Imperial College London

    Authors

    • Lancelot Da Costa

      • Imperial College London

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  • ORAL

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    Publication: Holtzman, R., Arwas, G., & Raz, O. (2021). Hamiltonian memory: An erasable classical bit. Physical Review Research, 3(1), 013232.
    Landauer, R. (1961). Irreversibility and heat generation in the computing process. IBM journal of research and development, 5(3), 183-191.

    Presenters

    • Roi Holtzman

      • Weizmann Institute of Science

    Authors

    • Roi Holtzman

      • Weizmann Institute of Science

    • Oren Raz

      • Weizmann Institute of Science

    • Geva Arwas

      • Université de Paris, laboratoire Matériaux et Phénomènes Quantiques

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  • ORAL

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    Publication: Yadav, Alkesh, et al. "Glycan processing in the Golgi--optimal information coding and constraints on cisternal number and enzyme specificity." arXiv preprint arXiv:2005.08740 (2020).

    Presenters

    • Alkesh Yadav

      • Raman Research Institute, Bangalore 560080, India

    Authors

    • Alkesh Yadav

      • Raman Research Institute, Bangalore 560080, India

    • Garud Iyengar

      • Industrial Engineering and Operations Research, Columbia University, New York 10027, USA

    • Madan Rao

      • Simons Centre for the Study of Living Machines, National Centre for Biological Sciences (TIFR), Bangalore 560065, India
      • National Center For Biological Sciences, Bengaluru
      • Simons Center for the Study of Living Machines, National Center for Biological Sciences - TIFR

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  • ORAL

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    Presenters

    • Seyed Mohsen Jebreiil Khadem

      • Berlin institute of Technology

    Authors

    • Seyed Mohsen Jebreiil Khadem

      • Berlin institute of Technology

    • Sabine H. L. Klapp

      • TU Berlin
      • Institute of Theoretical Physics, Technical University Berlin, Hardenbergstr. 36, 10623 Berlin, Germany.

    • Rainer Klages

      • Queen Mary University of London, School of Mathematical Sciences,Mile End Road, London E1 4NS, United Kingdom

    View abstract →