---
_id: '955'
abstract:
- lang: eng
  text: 'Gene expression is controlled by networks of regulatory proteins that interact
    specifically with external signals and DNA regulatory sequences. These interactions
    force the network components to co-evolve so as to continually maintain function.
    Yet, existing models of evolution mostly focus on isolated genetic elements. In
    contrast, we study the essential process by which regulatory networks grow: the
    duplication and subsequent specialization of network components. We synthesize
    a biophysical model of molecular interactions with the evolutionary framework
    to find the conditions and pathways by which new regulatory functions emerge.
    We show that specialization of new network components is usually slow, but can
    be drastically accelerated in the presence of regulatory crosstalk and mutations
    that promote promiscuous interactions between network components.'
article_number: '216'
article_processing_charge: Yes (in subscription journal)
author:
- first_name: Tamar
  full_name: Friedlander, Tamar
  id: 36A5845C-F248-11E8-B48F-1D18A9856A87
  last_name: Friedlander
- first_name: Roshan
  full_name: Prizak, Roshan
  id: 4456104E-F248-11E8-B48F-1D18A9856A87
  last_name: Prizak
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
- first_name: Gasper
  full_name: Tkacik, Gasper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkacik
  orcid: 0000-0002-6699-1455
citation:
  ama: Friedlander T, Prizak R, Barton NH, Tkačik G. Evolution of new regulatory functions
    on biophysically realistic fitness landscapes. <i>Nature Communications</i>. 2017;8(1).
    doi:<a href="https://doi.org/10.1038/s41467-017-00238-8">10.1038/s41467-017-00238-8</a>
  apa: Friedlander, T., Prizak, R., Barton, N. H., &#38; Tkačik, G. (2017). Evolution
    of new regulatory functions on biophysically realistic fitness landscapes. <i>Nature
    Communications</i>. Nature Publishing Group. <a href="https://doi.org/10.1038/s41467-017-00238-8">https://doi.org/10.1038/s41467-017-00238-8</a>
  chicago: Friedlander, Tamar, Roshan Prizak, Nicholas H Barton, and Gašper Tkačik.
    “Evolution of New Regulatory Functions on Biophysically Realistic Fitness Landscapes.”
    <i>Nature Communications</i>. Nature Publishing Group, 2017. <a href="https://doi.org/10.1038/s41467-017-00238-8">https://doi.org/10.1038/s41467-017-00238-8</a>.
  ieee: T. Friedlander, R. Prizak, N. H. Barton, and G. Tkačik, “Evolution of new
    regulatory functions on biophysically realistic fitness landscapes,” <i>Nature
    Communications</i>, vol. 8, no. 1. Nature Publishing Group, 2017.
  ista: Friedlander T, Prizak R, Barton NH, Tkačik G. 2017. Evolution of new regulatory
    functions on biophysically realistic fitness landscapes. Nature Communications.
    8(1), 216.
  mla: Friedlander, Tamar, et al. “Evolution of New Regulatory Functions on Biophysically
    Realistic Fitness Landscapes.” <i>Nature Communications</i>, vol. 8, no. 1, 216,
    Nature Publishing Group, 2017, doi:<a href="https://doi.org/10.1038/s41467-017-00238-8">10.1038/s41467-017-00238-8</a>.
  short: T. Friedlander, R. Prizak, N.H. Barton, G. Tkačik, Nature Communications
    8 (2017).
date_created: 2018-12-11T11:49:23Z
date_published: 2017-08-09T00:00:00Z
date_updated: 2025-05-28T11:42:50Z
day: '09'
ddc:
- '539'
- '576'
department:
- _id: GaTk
- _id: NiBa
doi: 10.1038/s41467-017-00238-8
ec_funded: 1
external_id:
  isi:
  - '000407198800005'
file:
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  checksum: 29a1b5db458048d3bd5c67e0e2a56818
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:14:14Z
  date_updated: 2020-07-14T12:48:16Z
  file_id: '5064'
  file_name: IST-2017-864-v1+1_s41467-017-00238-8.pdf
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  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:14:15Z
  date_updated: 2020-07-14T12:48:16Z
  file_id: '5065'
  file_name: IST-2017-864-v1+2_41467_2017_238_MOESM1_ESM.pdf
  file_size: 9715993
  relation: main_file
file_date_updated: 2020-07-14T12:48:16Z
has_accepted_license: '1'
intvolume: '         8'
isi: 1
issue: '1'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
- _id: 254E9036-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P28844-B27
  name: Biophysics of information processing in gene regulation
publication: Nature Communications
publication_identifier:
  issn:
  - '20411723'
publication_status: published
publisher: Nature Publishing Group
publist_id: '6459'
pubrep_id: '864'
quality_controlled: '1'
related_material:
  record:
  - id: '6071'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Evolution of new regulatory functions on biophysically realistic fitness landscapes
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 8
year: '2017'
...
---
_id: '959'
abstract:
- lang: eng
  text: In this work it is shown that scale-free tails in metabolic flux distributions
    inferred in stationary models are an artifact due to reactions involved in thermodynamically
    unfeasible cycles, unbounded by physical constraints and in principle able to
    perform work without expenditure of free energy. After implementing thermodynamic
    constraints by removing such loops, metabolic flux distributions scale meaningfully
    with the physical limiting factors, acquiring in turn a richer multimodal structure
    potentially leading to symmetry breaking while optimizing for objective functions.
article_processing_charge: No
author:
- first_name: Daniele
  full_name: De Martino, Daniele
  id: 3FF5848A-F248-11E8-B48F-1D18A9856A87
  last_name: De Martino
  orcid: 0000-0002-5214-4706
citation:
  ama: De Martino D. Scales and multimodal flux distributions in stationary metabolic
    network models via thermodynamics. <i> Physical Review E Statistical Nonlinear
    and Soft Matter Physics </i>. 2017;95(6):062419. doi:<a href="https://doi.org/10.1103/PhysRevE.95.062419">10.1103/PhysRevE.95.062419</a>
  apa: De Martino, D. (2017). Scales and multimodal flux distributions in stationary
    metabolic network models via thermodynamics. <i> Physical Review E Statistical
    Nonlinear and Soft Matter Physics </i>. American Institute of Physics. <a href="https://doi.org/10.1103/PhysRevE.95.062419">https://doi.org/10.1103/PhysRevE.95.062419</a>
  chicago: De Martino, Daniele. “Scales and Multimodal Flux Distributions in Stationary
    Metabolic Network Models via Thermodynamics.” <i> Physical Review E Statistical
    Nonlinear and Soft Matter Physics </i>. American Institute of Physics, 2017. <a
    href="https://doi.org/10.1103/PhysRevE.95.062419">https://doi.org/10.1103/PhysRevE.95.062419</a>.
  ieee: D. De Martino, “Scales and multimodal flux distributions in stationary metabolic
    network models via thermodynamics,” <i> Physical Review E Statistical Nonlinear
    and Soft Matter Physics </i>, vol. 95, no. 6. American Institute of Physics, p.
    062419, 2017.
  ista: De Martino D. 2017. Scales and multimodal flux distributions in stationary
    metabolic network models via thermodynamics.  Physical Review E Statistical Nonlinear
    and Soft Matter Physics . 95(6), 062419.
  mla: De Martino, Daniele. “Scales and Multimodal Flux Distributions in Stationary
    Metabolic Network Models via Thermodynamics.” <i> Physical Review E Statistical
    Nonlinear and Soft Matter Physics </i>, vol. 95, no. 6, American Institute of
    Physics, 2017, p. 062419, doi:<a href="https://doi.org/10.1103/PhysRevE.95.062419">10.1103/PhysRevE.95.062419</a>.
  short: D. De Martino,  Physical Review E Statistical Nonlinear and Soft Matter Physics  95
    (2017) 062419.
date_created: 2018-12-11T11:49:25Z
date_published: 2017-06-28T00:00:00Z
date_updated: 2023-09-22T09:59:01Z
day: '28'
department:
- _id: GaTk
doi: 10.1103/PhysRevE.95.062419
ec_funded: 1
external_id:
  isi:
  - '000404546400004'
intvolume: '        95'
isi: 1
issue: '6'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/pdf/1703.00853.pdf
month: '06'
oa: 1
oa_version: Submitted Version
page: '062419'
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: ' Physical Review E Statistical Nonlinear and Soft Matter Physics '
publication_identifier:
  issn:
  - '24700045'
publication_status: published
publisher: American Institute of Physics
publist_id: '6446'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Scales and multimodal flux distributions in stationary metabolic network models
  via thermodynamics
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 95
year: '2017'
...
---
_id: '9709'
abstract:
- lang: eng
  text: Across the nervous system, certain population spiking patterns are observed
    far more frequently than others. A hypothesis about this structure is that these
    collective activity patterns function as population codewords–collective modes–carrying
    information distinct from that of any single cell. We investigate this phenomenon
    in recordings of ∼150 retinal ganglion cells, the retina’s output. We develop
    a novel statistical model that decomposes the population response into modes;
    it predicts the distribution of spiking activity in the ganglion cell population
    with high accuracy. We found that the modes represent localized features of the
    visual stimulus that are distinct from the features represented by single neurons.
    Modes form clusters of activity states that are readily discriminated from one
    another. When we repeated the same visual stimulus, we found that the same mode
    was robustly elicited. These results suggest that retinal ganglion cells’ collective
    signaling is endowed with a form of error-correcting code–a principle that may
    hold in brain areas beyond retina.
article_processing_charge: No
author:
- first_name: Jason
  full_name: Prentice, Jason
  last_name: Prentice
- first_name: Olivier
  full_name: Marre, Olivier
  last_name: Marre
- first_name: Mark
  full_name: Ioffe, Mark
  last_name: Ioffe
- first_name: Adrianna
  full_name: Loback, Adrianna
  last_name: Loback
- first_name: Gašper
  full_name: Tkačik, Gašper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkačik
  orcid: 0000-0002-6699-1455
- first_name: Michael
  full_name: Berry, Michael
  last_name: Berry
citation:
  ama: 'Prentice J, Marre O, Ioffe M, Loback A, Tkačik G, Berry M. Data from: Error-robust
    modes of the retinal population code. 2017. doi:<a href="https://doi.org/10.5061/dryad.1f1rc">10.5061/dryad.1f1rc</a>'
  apa: 'Prentice, J., Marre, O., Ioffe, M., Loback, A., Tkačik, G., &#38; Berry, M.
    (2017). Data from: Error-robust modes of the retinal population code. Dryad. <a
    href="https://doi.org/10.5061/dryad.1f1rc">https://doi.org/10.5061/dryad.1f1rc</a>'
  chicago: 'Prentice, Jason, Olivier Marre, Mark Ioffe, Adrianna Loback, Gašper Tkačik,
    and Michael Berry. “Data from: Error-Robust Modes of the Retinal Population Code.”
    Dryad, 2017. <a href="https://doi.org/10.5061/dryad.1f1rc">https://doi.org/10.5061/dryad.1f1rc</a>.'
  ieee: 'J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkačik, and M. Berry, “Data
    from: Error-robust modes of the retinal population code.” Dryad, 2017.'
  ista: 'Prentice J, Marre O, Ioffe M, Loback A, Tkačik G, Berry M. 2017. Data from:
    Error-robust modes of the retinal population code, Dryad, <a href="https://doi.org/10.5061/dryad.1f1rc">10.5061/dryad.1f1rc</a>.'
  mla: 'Prentice, Jason, et al. <i>Data from: Error-Robust Modes of the Retinal Population
    Code</i>. Dryad, 2017, doi:<a href="https://doi.org/10.5061/dryad.1f1rc">10.5061/dryad.1f1rc</a>.'
  short: J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkačik, M. Berry, (2017).
date_created: 2021-07-23T11:34:34Z
date_published: 2017-10-18T00:00:00Z
date_updated: 2023-02-21T16:34:41Z
day: '18'
department:
- _id: GaTk
doi: 10.5061/dryad.1f1rc
main_file_link:
- open_access: '1'
  url: https://doi.org/10.5061/dryad.1f1rc
month: '10'
oa: 1
oa_version: Published Version
publisher: Dryad
related_material:
  record:
  - id: '1197'
    relation: used_in_publication
    status: public
status: public
title: 'Data from: Error-robust modes of the retinal population code'
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '9855'
abstract:
- lang: eng
  text: Includes derivation of optimal estimation algorithm, generalisation to non-poisson
    noise statistics, correlated input noise, and implementation of in a multi-layer
    neural network.
article_processing_charge: No
author:
- first_name: Matthew J
  full_name: Chalk, Matthew J
  id: 2BAAC544-F248-11E8-B48F-1D18A9856A87
  last_name: Chalk
  orcid: 0000-0001-7782-4436
- first_name: Paul
  full_name: Masset, Paul
  last_name: Masset
- first_name: Boris
  full_name: Gutkin, Boris
  last_name: Gutkin
- first_name: Sophie
  full_name: Denève, Sophie
  last_name: Denève
citation:
  ama: Chalk MJ, Masset P, Gutkin B, Denève S. Supplementary appendix. 2017. doi:<a
    href="https://doi.org/10.1371/journal.pcbi.1005582.s001">10.1371/journal.pcbi.1005582.s001</a>
  apa: Chalk, M. J., Masset, P., Gutkin, B., &#38; Denève, S. (2017). Supplementary
    appendix. Public Library of Science. <a href="https://doi.org/10.1371/journal.pcbi.1005582.s001">https://doi.org/10.1371/journal.pcbi.1005582.s001</a>
  chicago: Chalk, Matthew J, Paul Masset, Boris Gutkin, and Sophie Denève. “Supplementary
    Appendix.” Public Library of Science, 2017. <a href="https://doi.org/10.1371/journal.pcbi.1005582.s001">https://doi.org/10.1371/journal.pcbi.1005582.s001</a>.
  ieee: M. J. Chalk, P. Masset, B. Gutkin, and S. Denève, “Supplementary appendix.”
    Public Library of Science, 2017.
  ista: Chalk MJ, Masset P, Gutkin B, Denève S. 2017. Supplementary appendix, Public
    Library of Science, <a href="https://doi.org/10.1371/journal.pcbi.1005582.s001">10.1371/journal.pcbi.1005582.s001</a>.
  mla: Chalk, Matthew J., et al. <i>Supplementary Appendix</i>. Public Library of
    Science, 2017, doi:<a href="https://doi.org/10.1371/journal.pcbi.1005582.s001">10.1371/journal.pcbi.1005582.s001</a>.
  short: M.J. Chalk, P. Masset, B. Gutkin, S. Denève, (2017).
date_created: 2021-08-10T07:05:10Z
date_published: 2017-06-01T00:00:00Z
date_updated: 2023-02-23T12:52:17Z
day: '01'
department:
- _id: GaTk
doi: 10.1371/journal.pcbi.1005582.s001
month: '06'
oa_version: Published Version
publisher: Public Library of Science
related_material:
  record:
  - id: '680'
    relation: used_in_publication
    status: public
status: public
title: Supplementary appendix
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2017'
...
---
_id: '993'
abstract:
- lang: eng
  text: In real-world applications, observations are often constrained to a small
    fraction of a system. Such spatial subsampling can be caused by the inaccessibility
    or the sheer size of the system, and cannot be overcome by longer sampling. Spatial
    subsampling can strongly bias inferences about a system’s aggregated properties.
    To overcome the bias, we derive analytically a subsampling scaling framework that
    is applicable to different observables, including distributions of neuronal avalanches,
    of number of people infected during an epidemic outbreak, and of node degrees.
    We demonstrate how to infer the correct distributions of the underlying full system,
    how to apply it to distinguish critical from subcritical systems, and how to disentangle
    subsampling and finite size effects. Lastly, we apply subsampling scaling to neuronal
    avalanche models and to recordings from developing neural networks. We show that
    only mature, but not young networks follow power-law scaling, indicating self-organization
    to criticality during development.
article_number: '15140'
article_processing_charge: Yes (in subscription journal)
author:
- first_name: Anna
  full_name: Levina (Martius), Anna
  id: 35AF8020-F248-11E8-B48F-1D18A9856A87
  last_name: Levina (Martius)
- first_name: Viola
  full_name: Priesemann, Viola
  last_name: Priesemann
citation:
  ama: Levina (Martius) A, Priesemann V. Subsampling scaling. <i>Nature Communications</i>.
    2017;8. doi:<a href="https://doi.org/10.1038/ncomms15140">10.1038/ncomms15140</a>
  apa: Levina (Martius), A., &#38; Priesemann, V. (2017). Subsampling scaling. <i>Nature
    Communications</i>. Nature Publishing Group. <a href="https://doi.org/10.1038/ncomms15140">https://doi.org/10.1038/ncomms15140</a>
  chicago: Levina (Martius), Anna, and Viola Priesemann. “Subsampling Scaling.” <i>Nature
    Communications</i>. Nature Publishing Group, 2017. <a href="https://doi.org/10.1038/ncomms15140">https://doi.org/10.1038/ncomms15140</a>.
  ieee: A. Levina (Martius) and V. Priesemann, “Subsampling scaling,” <i>Nature Communications</i>,
    vol. 8. Nature Publishing Group, 2017.
  ista: Levina (Martius) A, Priesemann V. 2017. Subsampling scaling. Nature Communications.
    8, 15140.
  mla: Levina (Martius), Anna, and Viola Priesemann. “Subsampling Scaling.” <i>Nature
    Communications</i>, vol. 8, 15140, Nature Publishing Group, 2017, doi:<a href="https://doi.org/10.1038/ncomms15140">10.1038/ncomms15140</a>.
  short: A. Levina (Martius), V. Priesemann, Nature Communications 8 (2017).
date_created: 2018-12-11T11:49:35Z
date_published: 2017-05-04T00:00:00Z
date_updated: 2023-09-22T09:54:07Z
day: '04'
ddc:
- '005'
- '571'
department:
- _id: GaTk
- _id: JoCs
doi: 10.1038/ncomms15140
ec_funded: 1
external_id:
  isi:
  - '000400560700001'
file:
- access_level: open_access
  checksum: 9880212f8c4c53404c7c6fbf9023c53a
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:15:05Z
  date_updated: 2020-07-14T12:48:19Z
  file_id: '5122'
  file_name: IST-2017-819-v1+1_2017_Levina_SubsamplingScaling.pdf
  file_size: 746224
  relation: main_file
file_date_updated: 2020-07-14T12:48:19Z
has_accepted_license: '1'
intvolume: '         8'
isi: 1
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: Nature Communications
publication_identifier:
  issn:
  - '20411723'
publication_status: published
publisher: Nature Publishing Group
publist_id: '6406'
pubrep_id: '819'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Subsampling scaling
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 8
year: '2017'
...
---
_id: '1104'
abstract:
- lang: eng
  text: In the early visual system, cells of the same type perform the same computation
    in different places of the visual field. How these cells code together a complex
    visual scene is unclear. A common assumption is that cells of a single-type extract
    a single-stimulus feature to form a feature map, but this has rarely been observed
    directly. Using large-scale recordings in the rat retina, we show that a homogeneous
    population of fast OFF ganglion cells simultaneously encodes two radically different
    features of a visual scene. Cells close to a moving object code quasilinearly
    for its position, while distant cells remain largely invariant to the object's
    position and, instead, respond nonlinearly to changes in the object's speed. We
    develop a quantitative model that accounts for this effect and identify a disinhibitory
    circuit that mediates it. Ganglion cells of a single type thus do not code for
    one, but two features simultaneously. This richer, flexible neural map might also
    be present in other sensory systems.
article_number: '1964'
article_processing_charge: No
author:
- first_name: Stephane
  full_name: Deny, Stephane
  last_name: Deny
- first_name: Ulisse
  full_name: Ferrari, Ulisse
  last_name: Ferrari
- first_name: Emilie
  full_name: Mace, Emilie
  last_name: Mace
- first_name: Pierre
  full_name: Yger, Pierre
  last_name: Yger
- first_name: Romain
  full_name: Caplette, Romain
  last_name: Caplette
- first_name: Serge
  full_name: Picaud, Serge
  last_name: Picaud
- first_name: Gasper
  full_name: Tkacik, Gasper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkacik
  orcid: 0000-0002-6699-1455
- first_name: Olivier
  full_name: Marre, Olivier
  last_name: Marre
citation:
  ama: Deny S, Ferrari U, Mace E, et al. Multiplexed computations in retinal ganglion
    cells of a single type. <i>Nature Communications</i>. 2017;8(1). doi:<a href="https://doi.org/10.1038/s41467-017-02159-y">10.1038/s41467-017-02159-y</a>
  apa: Deny, S., Ferrari, U., Mace, E., Yger, P., Caplette, R., Picaud, S., … Marre,
    O. (2017). Multiplexed computations in retinal ganglion cells of a single type.
    <i>Nature Communications</i>. Nature Publishing Group. <a href="https://doi.org/10.1038/s41467-017-02159-y">https://doi.org/10.1038/s41467-017-02159-y</a>
  chicago: Deny, Stephane, Ulisse Ferrari, Emilie Mace, Pierre Yger, Romain Caplette,
    Serge Picaud, Gašper Tkačik, and Olivier Marre. “Multiplexed Computations in Retinal
    Ganglion Cells of a Single Type.” <i>Nature Communications</i>. Nature Publishing
    Group, 2017. <a href="https://doi.org/10.1038/s41467-017-02159-y">https://doi.org/10.1038/s41467-017-02159-y</a>.
  ieee: S. Deny <i>et al.</i>, “Multiplexed computations in retinal ganglion cells
    of a single type,” <i>Nature Communications</i>, vol. 8, no. 1. Nature Publishing
    Group, 2017.
  ista: Deny S, Ferrari U, Mace E, Yger P, Caplette R, Picaud S, Tkačik G, Marre O.
    2017. Multiplexed computations in retinal ganglion cells of a single type. Nature
    Communications. 8(1), 1964.
  mla: Deny, Stephane, et al. “Multiplexed Computations in Retinal Ganglion Cells
    of a Single Type.” <i>Nature Communications</i>, vol. 8, no. 1, 1964, Nature Publishing
    Group, 2017, doi:<a href="https://doi.org/10.1038/s41467-017-02159-y">10.1038/s41467-017-02159-y</a>.
  short: S. Deny, U. Ferrari, E. Mace, P. Yger, R. Caplette, S. Picaud, G. Tkačik,
    O. Marre, Nature Communications 8 (2017).
date_created: 2018-12-11T11:50:10Z
date_published: 2017-12-06T00:00:00Z
date_updated: 2023-09-20T11:41:19Z
day: '06'
ddc:
- '571'
department:
- _id: GaTk
doi: 10.1038/s41467-017-02159-y
ec_funded: 1
external_id:
  isi:
  - '000417241200004'
file:
- access_level: open_access
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:16:06Z
  date_updated: 2018-12-12T10:16:06Z
  file_id: '5191'
  file_name: IST-2018-921-v1+1_s41467-017-02159-y.pdf
  file_size: 2872887
  relation: main_file
file_date_updated: 2018-12-12T10:16:06Z
has_accepted_license: '1'
intvolume: '         8'
isi: 1
issue: '1'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
project:
- _id: 25CD3DD2-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '604102'
  name: Localization of ion channels and receptors by two and three-dimensional immunoelectron
    microscopic approaches
- _id: 254D1A94-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 25651-N26
  name: Sensitivity to higher-order statistics in natural scenes
publication: Nature Communications
publication_identifier:
  issn:
  - '20411723'
publication_status: published
publisher: Nature Publishing Group
publist_id: '6266'
pubrep_id: '921'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Multiplexed computations in retinal ganglion cells of a single type
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 8
year: '2017'
...
---
_id: '1220'
abstract:
- lang: eng
  text: Theoretical and numerical aspects of aerodynamic efficiency of propulsion
    systems coupled to the boundary layer of a fuselage are studied. We discuss the
    effects of local flow fields, which are affected both by conservative flow acceleration
    as well as total pressure losses, on the efficiency of boundary layer immersed
    propulsion devices. We introduce the concept of a boundary layer retardation turbine
    that helps reduce skin friction over the fuselage. We numerically investigate
    efficiency gains offered by boundary layer and wake interacting devices. We discuss
    the results in terms of a total energy consumption framework and show that efficiency
    gains of any device depend on all the other elements of the propulsion system.
author:
- first_name: Gregor
  full_name: Mikić, Gregor
  last_name: Mikić
- first_name: Alex
  full_name: Stoll, Alex
  last_name: Stoll
- first_name: Joe
  full_name: Bevirt, Joe
  last_name: Bevirt
- first_name: Rok
  full_name: Grah, Rok
  id: 483E70DE-F248-11E8-B48F-1D18A9856A87
  last_name: Grah
  orcid: 0000-0003-2539-3560
- first_name: Mark
  full_name: Moore, Mark
  last_name: Moore
citation:
  ama: 'Mikić G, Stoll A, Bevirt J, Grah R, Moore M. Fuselage boundary layer ingestion
    propulsion applied to a thin haul commuter aircraft for optimal efficiency. In:
    AIAA; 2016:1-19. doi:<a href="https://doi.org/10.2514/6.2016-3764">10.2514/6.2016-3764</a>'
  apa: 'Mikić, G., Stoll, A., Bevirt, J., Grah, R., &#38; Moore, M. (2016). Fuselage
    boundary layer ingestion propulsion applied to a thin haul commuter aircraft for
    optimal efficiency (pp. 1–19). Presented at the AIAA: Aviation Technology, Integration,
    and Operations Conference, Washington, D.C., USA: AIAA. <a href="https://doi.org/10.2514/6.2016-3764">https://doi.org/10.2514/6.2016-3764</a>'
  chicago: Mikić, Gregor, Alex Stoll, Joe Bevirt, Rok Grah, and Mark Moore. “Fuselage
    Boundary Layer Ingestion Propulsion Applied to a Thin Haul Commuter Aircraft for
    Optimal Efficiency,” 1–19. AIAA, 2016. <a href="https://doi.org/10.2514/6.2016-3764">https://doi.org/10.2514/6.2016-3764</a>.
  ieee: 'G. Mikić, A. Stoll, J. Bevirt, R. Grah, and M. Moore, “Fuselage boundary
    layer ingestion propulsion applied to a thin haul commuter aircraft for optimal
    efficiency,” presented at the AIAA: Aviation Technology, Integration, and Operations
    Conference, Washington, D.C., USA, 2016, pp. 1–19.'
  ista: 'Mikić G, Stoll A, Bevirt J, Grah R, Moore M. 2016. Fuselage boundary layer
    ingestion propulsion applied to a thin haul commuter aircraft for optimal efficiency.
    AIAA: Aviation Technology, Integration, and Operations Conference, 1–19.'
  mla: Mikić, Gregor, et al. <i>Fuselage Boundary Layer Ingestion Propulsion Applied
    to a Thin Haul Commuter Aircraft for Optimal Efficiency</i>. AIAA, 2016, pp. 1–19,
    doi:<a href="https://doi.org/10.2514/6.2016-3764">10.2514/6.2016-3764</a>.
  short: G. Mikić, A. Stoll, J. Bevirt, R. Grah, M. Moore, in:, AIAA, 2016, pp. 1–19.
conference:
  end_date: 2016-06-17
  location: Washington, D.C., USA
  name: 'AIAA: Aviation Technology, Integration, and Operations Conference'
  start_date: 2016-06-13
date_created: 2018-12-11T11:50:47Z
date_published: 2016-06-01T00:00:00Z
date_updated: 2023-02-21T10:17:50Z
day: '01'
department:
- _id: CaGu
- _id: GaTk
doi: 10.2514/6.2016-3764
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://ntrs.nasa.gov/search.jsp?R=20160010167&amp;hterms=Fuselage+boundary+layer+ingestion+propulsion+applied+thin+haul+commuter+aircraft+optimal+efficiency&amp;qs=N%3D0%26Ntk%3DAll%26Ntt%3DFuselage%2520boundary%2520layer%2520ingestion%2520propulsion%2520applied%2520to%2520a%2520thin%2520haul%2520commuter%2520aircraft%2520for%2520optimal%2520efficiency%26Ntx%3Dmode%2520matchallpartial%26Nm%3D123%7CCollection%7CNASA%2520STI%7C%7C17%7CCollection%7CNACA
month: '06'
oa: 1
oa_version: Preprint
page: 1 - 19
publication_status: published
publisher: AIAA
publist_id: '6114'
quality_controlled: '1'
scopus_import: 1
status: public
title: Fuselage boundary layer ingestion propulsion applied to a thin haul commuter
  aircraft for optimal efficiency
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
year: '2016'
...
---
_id: '1242'
abstract:
- lang: eng
  text: A crucial step in the regulation of gene expression is binding of transcription
    factor (TF) proteins to regulatory sites along the DNA. But transcription factors
    act at nanomolar concentrations, and noise due to random arrival of these molecules
    at their binding sites can severely limit the precision of regulation. Recent
    work on the optimization of information flow through regulatory networks indicates
    that the lower end of the dynamic range of concentrations is simply inaccessible,
    overwhelmed by the impact of this noise. Motivated by the behavior of homeodomain
    proteins, such as the maternal morphogen Bicoid in the fruit fly embryo, we suggest
    a scheme in which transcription factors also act as indirect translational regulators,
    binding to the mRNA of other regulatory proteins. Intuitively, each mRNA molecule
    acts as an independent sensor of the input concentration, and averaging over these
    multiple sensors reduces the noise. We analyze information flow through this scheme
    and identify conditions under which it outperforms direct transcriptional regulation.
    Our results suggest that the dual role of homeodomain proteins is not just a historical
    accident, but a solution to a crucial physics problem in the regulation of gene
    expression.
acknowledgement: "We thank T. Gregor, A. Prochaintz, and others for\r\nhelpful discussions.
  This work was supported in part by\r\nGrants No. PHY-1305525 and No. CCF-0939370
  from the\r\nUS National Science Foundation and by the W.M. Keck\r\nFoundation. A.M.W.
  acknowledges the support by European\r\nResearch Council (ERC) Grant No. MCCIG PCIG10–GA-\r\n2011–303561.
  G.T. and T.R.S. were supported by Austrian\r\nScience Fund (FWF) Grant No. P28844S."
article_number: '022404'
author:
- first_name: Thomas R
  full_name: Sokolowski, Thomas R
  id: 3E999752-F248-11E8-B48F-1D18A9856A87
  last_name: Sokolowski
  orcid: 0000-0002-1287-3779
- first_name: Aleksandra
  full_name: Walczak, Aleksandra
  last_name: Walczak
- first_name: William
  full_name: Bialek, William
  last_name: Bialek
- first_name: Gasper
  full_name: Tkacik, Gasper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkacik
  orcid: 0000-0002-6699-1455
citation:
  ama: Sokolowski TR, Walczak A, Bialek W, Tkačik G. Extending the dynamic range of
    transcription factor action by translational regulation. <i>Physical Review E
    Statistical Nonlinear and Soft Matter Physics</i>. 2016;93(2). doi:<a href="https://doi.org/10.1103/PhysRevE.93.022404">10.1103/PhysRevE.93.022404</a>
  apa: Sokolowski, T. R., Walczak, A., Bialek, W., &#38; Tkačik, G. (2016). Extending
    the dynamic range of transcription factor action by translational regulation.
    <i>Physical Review E Statistical Nonlinear and Soft Matter Physics</i>. American
    Institute of Physics. <a href="https://doi.org/10.1103/PhysRevE.93.022404">https://doi.org/10.1103/PhysRevE.93.022404</a>
  chicago: Sokolowski, Thomas R, Aleksandra Walczak, William Bialek, and Gašper Tkačik.
    “Extending the Dynamic Range of Transcription Factor Action by Translational Regulation.”
    <i>Physical Review E Statistical Nonlinear and Soft Matter Physics</i>. American
    Institute of Physics, 2016. <a href="https://doi.org/10.1103/PhysRevE.93.022404">https://doi.org/10.1103/PhysRevE.93.022404</a>.
  ieee: T. R. Sokolowski, A. Walczak, W. Bialek, and G. Tkačik, “Extending the dynamic
    range of transcription factor action by translational regulation,” <i>Physical
    Review E Statistical Nonlinear and Soft Matter Physics</i>, vol. 93, no. 2. American
    Institute of Physics, 2016.
  ista: Sokolowski TR, Walczak A, Bialek W, Tkačik G. 2016. Extending the dynamic
    range of transcription factor action by translational regulation. Physical Review
    E Statistical Nonlinear and Soft Matter Physics. 93(2), 022404.
  mla: Sokolowski, Thomas R., et al. “Extending the Dynamic Range of Transcription
    Factor Action by Translational Regulation.” <i>Physical Review E Statistical Nonlinear
    and Soft Matter Physics</i>, vol. 93, no. 2, 022404, American Institute of Physics,
    2016, doi:<a href="https://doi.org/10.1103/PhysRevE.93.022404">10.1103/PhysRevE.93.022404</a>.
  short: T.R. Sokolowski, A. Walczak, W. Bialek, G. Tkačik, Physical Review E Statistical
    Nonlinear and Soft Matter Physics 93 (2016).
date_created: 2018-12-11T11:50:54Z
date_published: 2016-02-04T00:00:00Z
date_updated: 2021-01-12T06:49:20Z
day: '04'
department:
- _id: GaTk
doi: 10.1103/PhysRevE.93.022404
intvolume: '        93'
issue: '2'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1507.02562
month: '02'
oa: 1
oa_version: Preprint
project:
- _id: 254E9036-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P28844-B27
  name: Biophysics of information processing in gene regulation
publication: Physical Review E Statistical Nonlinear and Soft Matter Physics
publication_status: published
publisher: American Institute of Physics
publist_id: '6088'
quality_controlled: '1'
scopus_import: 1
status: public
title: Extending the dynamic range of transcription factor action by translational
  regulation
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 93
year: '2016'
...
---
_id: '1244'
abstract:
- lang: eng
  text: Cell polarity refers to a functional spatial organization of proteins that
    is crucial for the control of essential cellular processes such as growth and
    division. To establish polarity, cells rely on elaborate regulation networks that
    control the distribution of proteins at the cell membrane. In fission yeast cells,
    a microtubule-dependent network has been identified that polarizes the distribution
    of signaling proteins that restricts growth to cell ends and targets the cytokinetic
    machinery to the middle of the cell. Although many molecular components have been
    shown to play a role in this network, it remains unknown which molecular functionalities
    are minimally required to establish a polarized protein distribution in this system.
    Here we show that a membrane-binding protein fragment, which distributes homogeneously
    in wild-type fission yeast cells, can be made to concentrate at cell ends by attaching
    it to a cytoplasmic microtubule end-binding protein. This concentration results
    in a polarized pattern of chimera proteins with a spatial extension that is very
    reminiscent of natural polarity patterns in fission yeast. However, chimera levels
    fluctuate in response to microtubule dynamics, and disruption of microtubules
    leads to disappearance of the pattern. Numerical simulations confirm that the
    combined functionality of membrane anchoring and microtubule tip affinity is in
    principle sufficient to create polarized patterns. Our chimera protein may thus
    represent a simple molecular functionality that is able to polarize the membrane,
    onto which additional layers of molecular complexity may be built to provide the
    temporal robustness that is typical of natural polarity patterns.
acknowledgement: "We thank Sophie Martin, Ken Sawin, Stephen Huisman,\r\nand Damian
  Brunner for strains; Julianne\r\nTeapal, Marcel Janson, Sergio Rincon,\r\nand Phong
  Tran for technical assistance; Andrew Mugler and Bela Mulder for\r\ndiscussions;
  and Sander Tans, Phong Tran,\r\nand Anne Paoletti for critical reading\r\nof the
  manuscript. This work is part of the research program of the\r\n“\r\nStichting\r\nvoor
  Fundamenteel Onderzoek de Materie,\r\n”\r\nwhich is financially supported by\r\nthe\r\n“\r\nNederlandse
  organisatie voor Wete\r\nnschappelijk Onderzoek (NWO).\r\n”"
author:
- first_name: Pierre
  full_name: Recouvreux, Pierre
  last_name: Recouvreux
- first_name: Thomas R
  full_name: Sokolowski, Thomas R
  id: 3E999752-F248-11E8-B48F-1D18A9856A87
  last_name: Sokolowski
  orcid: 0000-0002-1287-3779
- first_name: Aristea
  full_name: Grammoustianou, Aristea
  last_name: Grammoustianou
- first_name: Pieter
  full_name: Tenwolde, Pieter
  last_name: Tenwolde
- first_name: Marileen
  full_name: Dogterom, Marileen
  last_name: Dogterom
citation:
  ama: Recouvreux P, Sokolowski TR, Grammoustianou A, Tenwolde P, Dogterom M. Chimera
    proteins with affinity for membranes and microtubule tips polarize in the membrane
    of fission yeast cells. <i>PNAS</i>. 2016;113(7):1811-1816. doi:<a href="https://doi.org/10.1073/pnas.1419248113">10.1073/pnas.1419248113</a>
  apa: Recouvreux, P., Sokolowski, T. R., Grammoustianou, A., Tenwolde, P., &#38;
    Dogterom, M. (2016). Chimera proteins with affinity for membranes and microtubule
    tips polarize in the membrane of fission yeast cells. <i>PNAS</i>. National Academy
    of Sciences. <a href="https://doi.org/10.1073/pnas.1419248113">https://doi.org/10.1073/pnas.1419248113</a>
  chicago: Recouvreux, Pierre, Thomas R Sokolowski, Aristea Grammoustianou, Pieter
    Tenwolde, and Marileen Dogterom. “Chimera Proteins with Affinity for Membranes
    and Microtubule Tips Polarize in the Membrane of Fission Yeast Cells.” <i>PNAS</i>.
    National Academy of Sciences, 2016. <a href="https://doi.org/10.1073/pnas.1419248113">https://doi.org/10.1073/pnas.1419248113</a>.
  ieee: P. Recouvreux, T. R. Sokolowski, A. Grammoustianou, P. Tenwolde, and M. Dogterom,
    “Chimera proteins with affinity for membranes and microtubule tips polarize in
    the membrane of fission yeast cells,” <i>PNAS</i>, vol. 113, no. 7. National Academy
    of Sciences, pp. 1811–1816, 2016.
  ista: Recouvreux P, Sokolowski TR, Grammoustianou A, Tenwolde P, Dogterom M. 2016.
    Chimera proteins with affinity for membranes and microtubule tips polarize in
    the membrane of fission yeast cells. PNAS. 113(7), 1811–1816.
  mla: Recouvreux, Pierre, et al. “Chimera Proteins with Affinity for Membranes and
    Microtubule Tips Polarize in the Membrane of Fission Yeast Cells.” <i>PNAS</i>,
    vol. 113, no. 7, National Academy of Sciences, 2016, pp. 1811–16, doi:<a href="https://doi.org/10.1073/pnas.1419248113">10.1073/pnas.1419248113</a>.
  short: P. Recouvreux, T.R. Sokolowski, A. Grammoustianou, P. Tenwolde, M. Dogterom,
    PNAS 113 (2016) 1811–1816.
date_created: 2018-12-11T11:50:55Z
date_published: 2016-02-16T00:00:00Z
date_updated: 2021-01-12T06:49:21Z
day: '16'
department:
- _id: GaTk
doi: 10.1073/pnas.1419248113
intvolume: '       113'
issue: '7'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4763754/
month: '02'
oa: 1
oa_version: Submitted Version
page: 1811 - 1816
publication: PNAS
publication_status: published
publisher: National Academy of Sciences
publist_id: '6085'
quality_controlled: '1'
scopus_import: 1
status: public
title: Chimera proteins with affinity for membranes and microtubule tips polarize
  in the membrane of fission yeast cells
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 113
year: '2016'
...
---
_id: '1248'
abstract:
- lang: eng
  text: Life depends as much on the flow of information as on the flow of energy.
    Here we review the many efforts to make this intuition precise. Starting with
    the building blocks of information theory, we explore examples where it has been
    possible to measure, directly, the flow of information in biological networks,
    or more generally where information-theoretic ideas have been used to guide the
    analysis of experiments. Systems of interest range from single molecules (the
    sequence diversity in families of proteins) to groups of organisms (the distribution
    of velocities in flocks of birds), and all scales in between. Many of these analyses
    are motivated by the idea that biological systems may have evolved to optimize
    the gathering and representation of information, and we review the experimental
    evidence for this optimization, again across a wide range of scales.
acknowledgement: "Our work was supported in part by the US\r\nNational Science Foundation
  (PHY–1305525 and CCF–\r\n0939370), by the Austrian Science Foundation (FWF\r\nP25651),
  by the Human Frontiers Science Program, and\r\nby the Simons and Swartz Foundations."
author:
- first_name: Gasper
  full_name: Tkacik, Gasper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkacik
  orcid: 0000-0002-6699-1455
- first_name: William
  full_name: Bialek, William
  last_name: Bialek
citation:
  ama: Tkačik G, Bialek W. Information processing in living systems. <i>Annual Review
    of Condensed Matter Physics</i>. 2016;7:89-117. doi:<a href="https://doi.org/10.1146/annurev-conmatphys-031214-014803">10.1146/annurev-conmatphys-031214-014803</a>
  apa: Tkačik, G., &#38; Bialek, W. (2016). Information processing in living systems.
    <i>Annual Review of Condensed Matter Physics</i>. Annual Reviews. <a href="https://doi.org/10.1146/annurev-conmatphys-031214-014803">https://doi.org/10.1146/annurev-conmatphys-031214-014803</a>
  chicago: Tkačik, Gašper, and William Bialek. “Information Processing in Living Systems.”
    <i>Annual Review of Condensed Matter Physics</i>. Annual Reviews, 2016. <a href="https://doi.org/10.1146/annurev-conmatphys-031214-014803">https://doi.org/10.1146/annurev-conmatphys-031214-014803</a>.
  ieee: G. Tkačik and W. Bialek, “Information processing in living systems,” <i>Annual
    Review of Condensed Matter Physics</i>, vol. 7. Annual Reviews, pp. 89–117, 2016.
  ista: Tkačik G, Bialek W. 2016. Information processing in living systems. Annual
    Review of Condensed Matter Physics. 7, 89–117.
  mla: Tkačik, Gašper, and William Bialek. “Information Processing in Living Systems.”
    <i>Annual Review of Condensed Matter Physics</i>, vol. 7, Annual Reviews, 2016,
    pp. 89–117, doi:<a href="https://doi.org/10.1146/annurev-conmatphys-031214-014803">10.1146/annurev-conmatphys-031214-014803</a>.
  short: G. Tkačik, W. Bialek, Annual Review of Condensed Matter Physics 7 (2016)
    89–117.
date_created: 2018-12-11T11:50:56Z
date_published: 2016-03-10T00:00:00Z
date_updated: 2021-01-12T06:49:23Z
day: '10'
department:
- _id: GaTk
doi: 10.1146/annurev-conmatphys-031214-014803
intvolume: '         7'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1412.8752
month: '03'
oa: 1
oa_version: Preprint
page: 89 - 117
project:
- _id: 254D1A94-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P 25651-N26
  name: Sensitivity to higher-order statistics in natural scenes
publication: Annual Review of Condensed Matter Physics
publication_status: published
publisher: Annual Reviews
publist_id: '6080'
quality_controlled: '1'
scopus_import: 1
status: public
title: Information processing in living systems
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 7
year: '2016'
...
---
_id: '1260'
abstract:
- lang: eng
  text: In this work, the Gardner problem of inferring interactions and fields for
    an Ising neural network from given patterns under a local stability hypothesis
    is addressed under a dual perspective. By means of duality arguments, an integer
    linear system is defined whose solution space is the dual of the Gardner space
    and whose solutions represent mutually unstable patterns. We propose and discuss
    Monte Carlo methods in order to find and remove unstable patterns and uniformly
    sample the space of interactions thereafter. We illustrate the problem on a set
    of real data and perform ensemble calculation that shows how the emergence of
    phase dominated by unstable patterns can be triggered in a nonlinear discontinuous
    way.
article_number: '1650067'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Daniele
  full_name: De Martino, Daniele
  id: 3FF5848A-F248-11E8-B48F-1D18A9856A87
  last_name: De Martino
  orcid: 0000-0002-5214-4706
citation:
  ama: De Martino D. The dual of the space of interactions in neural network models.
    <i>International Journal of Modern Physics C</i>. 2016;27(6). doi:<a href="https://doi.org/10.1142/S0129183116500674">10.1142/S0129183116500674</a>
  apa: De Martino, D. (2016). The dual of the space of interactions in neural network
    models. <i>International Journal of Modern Physics C</i>. World Scientific Publishing.
    <a href="https://doi.org/10.1142/S0129183116500674">https://doi.org/10.1142/S0129183116500674</a>
  chicago: De Martino, Daniele. “The Dual of the Space of Interactions in Neural Network
    Models.” <i>International Journal of Modern Physics C</i>. World Scientific Publishing,
    2016. <a href="https://doi.org/10.1142/S0129183116500674">https://doi.org/10.1142/S0129183116500674</a>.
  ieee: D. De Martino, “The dual of the space of interactions in neural network models,”
    <i>International Journal of Modern Physics C</i>, vol. 27, no. 6. World Scientific
    Publishing, 2016.
  ista: De Martino D. 2016. The dual of the space of interactions in neural network
    models. International Journal of Modern Physics C. 27(6), 1650067.
  mla: De Martino, Daniele. “The Dual of the Space of Interactions in Neural Network
    Models.” <i>International Journal of Modern Physics C</i>, vol. 27, no. 6, 1650067,
    World Scientific Publishing, 2016, doi:<a href="https://doi.org/10.1142/S0129183116500674">10.1142/S0129183116500674</a>.
  short: D. De Martino, International Journal of Modern Physics C 27 (2016).
date_created: 2018-12-11T11:51:00Z
date_published: 2016-06-01T00:00:00Z
date_updated: 2021-01-12T06:49:28Z
day: '01'
department:
- _id: GaTk
doi: 10.1142/S0129183116500674
external_id:
  arxiv:
  - '1505.02963'
intvolume: '        27'
issue: '6'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://arxiv.org/abs/1505.02963
month: '06'
oa: 1
oa_version: Preprint
publication: International Journal of Modern Physics C
publication_status: published
publisher: World Scientific Publishing
publist_id: '6065'
quality_controlled: '1'
scopus_import: 1
status: public
title: The dual of the space of interactions in neural network models
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 27
year: '2016'
...
---
_id: '1266'
abstract:
- lang: eng
  text: 'Cortical networks exhibit ‘global oscillations’, in which neural spike times
    are entrained to an underlying oscillatory rhythm, but where individual neurons
    fire irregularly, on only a fraction of cycles. While the network dynamics underlying
    global oscillations have been well characterised, their function is debated. Here,
    we show that such global oscillations are a direct consequence of optimal efficient
    coding in spiking networks with synaptic delays and noise. To avoid firing unnecessary
    spikes, neurons need to share information about the network state. Ideally, membrane
    potentials should be strongly correlated and reflect a ‘prediction error’ while
    the spikes themselves are uncorrelated and occur rarely. We show that the most
    efficient representation is when: (i) spike times are entrained to a global Gamma
    rhythm (implying a consistent representation of the error); but (ii) few neurons
    fire on each cycle (implying high efficiency), while (iii) excitation and inhibition
    are tightly balanced. This suggests that cortical networks exhibiting such dynamics
    are tuned to achieve a maximally efficient population code.'
acknowledgement: Boris Gutkin acknowledges funding by the Russian Academic Excellence
  Project '5-100’.
article_number: e13824
author:
- first_name: Matthew J
  full_name: Chalk, Matthew J
  id: 2BAAC544-F248-11E8-B48F-1D18A9856A87
  last_name: Chalk
  orcid: 0000-0001-7782-4436
- first_name: Boris
  full_name: Gutkin, Boris
  last_name: Gutkin
- first_name: Sophie
  full_name: Denève, Sophie
  last_name: Denève
citation:
  ama: Chalk MJ, Gutkin B, Denève S. Neural oscillations as a signature of efficient
    coding in the presence of synaptic delays. <i>eLife</i>. 2016;5(2016JULY). doi:<a
    href="https://doi.org/10.7554/eLife.13824">10.7554/eLife.13824</a>
  apa: Chalk, M. J., Gutkin, B., &#38; Denève, S. (2016). Neural oscillations as a
    signature of efficient coding in the presence of synaptic delays. <i>ELife</i>.
    eLife Sciences Publications. <a href="https://doi.org/10.7554/eLife.13824">https://doi.org/10.7554/eLife.13824</a>
  chicago: Chalk, Matthew J, Boris Gutkin, and Sophie Denève. “Neural Oscillations
    as a Signature of Efficient Coding in the Presence of Synaptic Delays.” <i>ELife</i>.
    eLife Sciences Publications, 2016. <a href="https://doi.org/10.7554/eLife.13824">https://doi.org/10.7554/eLife.13824</a>.
  ieee: M. J. Chalk, B. Gutkin, and S. Denève, “Neural oscillations as a signature
    of efficient coding in the presence of synaptic delays,” <i>eLife</i>, vol. 5,
    no. 2016JULY. eLife Sciences Publications, 2016.
  ista: Chalk MJ, Gutkin B, Denève S. 2016. Neural oscillations as a signature of
    efficient coding in the presence of synaptic delays. eLife. 5(2016JULY), e13824.
  mla: Chalk, Matthew J., et al. “Neural Oscillations as a Signature of Efficient
    Coding in the Presence of Synaptic Delays.” <i>ELife</i>, vol. 5, no. 2016JULY,
    e13824, eLife Sciences Publications, 2016, doi:<a href="https://doi.org/10.7554/eLife.13824">10.7554/eLife.13824</a>.
  short: M.J. Chalk, B. Gutkin, S. Denève, ELife 5 (2016).
date_created: 2018-12-11T11:51:02Z
date_published: 2016-07-01T00:00:00Z
date_updated: 2021-01-12T06:49:30Z
day: '01'
ddc:
- '571'
department:
- _id: GaTk
doi: 10.7554/eLife.13824
file:
- access_level: open_access
  checksum: dc52d967dc76174477bb258d84be2899
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:11:20Z
  date_updated: 2020-07-14T12:44:42Z
  file_id: '4874'
  file_name: IST-2016-700-v1+1_e13824-download.pdf
  file_size: 2819055
  relation: main_file
file_date_updated: 2020-07-14T12:44:42Z
has_accepted_license: '1'
intvolume: '         5'
issue: 2016JULY
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
publication: eLife
publication_status: published
publisher: eLife Sciences Publications
publist_id: '6056'
pubrep_id: '700'
quality_controlled: '1'
scopus_import: 1
status: public
title: Neural oscillations as a signature of efficient coding in the presence of synaptic
  delays
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 5
year: '2016'
...
---
_id: '1270'
abstract:
- lang: eng
  text: A crucial step in the early development of multicellular organisms involves
    the establishment of spatial patterns of gene expression which later direct proliferating
    cells to take on different cell fates. These patterns enable the cells to infer
    their global position within a tissue or an organism by reading out local gene
    expression levels. The patterning system is thus said to encode positional information,
    a concept that was formalized recently in the framework of information theory.
    Here we introduce a toy model of patterning in one spatial dimension, which can
    be seen as an extension of Wolpert's paradigmatic &quot;French Flag&quot; model,
    to patterning by several interacting, spatially coupled genes subject to intrinsic
    and extrinsic noise. Our model, a variant of an Ising spin system, allows us to
    systematically explore expression patterns that optimally encode positional information.
    We find that optimal patterning systems use positional cues, as in the French
    Flag model, together with gene-gene interactions to generate combinatorial codes
    for position which we call &quot;Counter&quot; patterns. Counter patterns can
    also be stabilized against noise and variations in system size or morphogen dosage
    by longer-range spatial interactions of the type invoked in the Turing model.
    The simple setup proposed here qualitatively captures many of the experimentally
    observed properties of biological patterning systems and allows them to be studied
    in a single, theoretically consistent framework.
acknowledgement: The authors would like to thank Thomas Sokolowski and Filipe Tostevin
  for helpful discussions. PH and UG were funded by the German Excellence Initiative
  via the program "Nanosystems Initiative Munich" (https://www.nano-initiative-munich.de)
  and the German Research Foundation via the SFB 1032 "Nanoagents for Spatiotemporal
  Control of Molecular and Cellular Reactions" (http://www.sfb1032.physik.uni-muenchen.de).
  GT was funded by the Austrian Science Fund (FWF P 28844) (http://www.fwf.ac.at).
article_number: e0163628
author:
- first_name: Patrick
  full_name: Hillenbrand, Patrick
  last_name: Hillenbrand
- first_name: Ulrich
  full_name: Gerland, Ulrich
  last_name: Gerland
- first_name: Gasper
  full_name: Tkacik, Gasper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkacik
  orcid: 0000-0002-6699-1455
citation:
  ama: 'Hillenbrand P, Gerland U, Tkačik G. Beyond the French flag model: Exploiting
    spatial and gene regulatory interactions for positional information. <i>PLoS One</i>.
    2016;11(9). doi:<a href="https://doi.org/10.1371/journal.pone.0163628">10.1371/journal.pone.0163628</a>'
  apa: 'Hillenbrand, P., Gerland, U., &#38; Tkačik, G. (2016). Beyond the French flag
    model: Exploiting spatial and gene regulatory interactions for positional information.
    <i>PLoS One</i>. Public Library of Science. <a href="https://doi.org/10.1371/journal.pone.0163628">https://doi.org/10.1371/journal.pone.0163628</a>'
  chicago: 'Hillenbrand, Patrick, Ulrich Gerland, and Gašper Tkačik. “Beyond the French
    Flag Model: Exploiting Spatial and Gene Regulatory Interactions for Positional
    Information.” <i>PLoS One</i>. Public Library of Science, 2016. <a href="https://doi.org/10.1371/journal.pone.0163628">https://doi.org/10.1371/journal.pone.0163628</a>.'
  ieee: 'P. Hillenbrand, U. Gerland, and G. Tkačik, “Beyond the French flag model:
    Exploiting spatial and gene regulatory interactions for positional information,”
    <i>PLoS One</i>, vol. 11, no. 9. Public Library of Science, 2016.'
  ista: 'Hillenbrand P, Gerland U, Tkačik G. 2016. Beyond the French flag model: Exploiting
    spatial and gene regulatory interactions for positional information. PLoS One.
    11(9), e0163628.'
  mla: 'Hillenbrand, Patrick, et al. “Beyond the French Flag Model: Exploiting Spatial
    and Gene Regulatory Interactions for Positional Information.” <i>PLoS One</i>,
    vol. 11, no. 9, e0163628, Public Library of Science, 2016, doi:<a href="https://doi.org/10.1371/journal.pone.0163628">10.1371/journal.pone.0163628</a>.'
  short: P. Hillenbrand, U. Gerland, G. Tkačik, PLoS One 11 (2016).
date_created: 2018-12-11T11:51:03Z
date_published: 2016-09-27T00:00:00Z
date_updated: 2023-02-23T14:11:37Z
day: '27'
ddc:
- '571'
department:
- _id: GaTk
doi: 10.1371/journal.pone.0163628
file:
- access_level: open_access
  checksum: 3d0d55d373096a033bd9cf79288c8586
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:10:47Z
  date_updated: 2020-07-14T12:44:42Z
  file_id: '4837'
  file_name: IST-2016-696-v1+1_journal.pone.0163628.PDF
  file_size: 4950415
  relation: main_file
file_date_updated: 2020-07-14T12:44:42Z
has_accepted_license: '1'
intvolume: '        11'
issue: '9'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
project:
- _id: 254E9036-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P28844-B27
  name: Biophysics of information processing in gene regulation
publication: PLoS One
publication_status: published
publisher: Public Library of Science
publist_id: '6050'
pubrep_id: '696'
quality_controlled: '1'
related_material:
  record:
  - id: '9869'
    relation: research_data
    status: public
  - id: '9870'
    relation: research_data
    status: public
  - id: '9871'
    relation: research_data
    status: public
scopus_import: 1
status: public
title: 'Beyond the French flag model: Exploiting spatial and gene regulatory interactions
  for positional information'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 11
year: '2016'
...
---
_id: '1290'
abstract:
- lang: eng
  text: We developed a competition-based screening strategy to identify compounds
    that invert the selective advantage of antibiotic resistance. Using our assay,
    we screened over 19,000 compounds for the ability to select against the TetA tetracycline-resistance
    efflux pump in Escherichia coli and identified two hits, β-thujaplicin and disulfiram.
    Treating a tetracycline-resistant population with β-thujaplicin selects for loss
    of the resistance gene, enabling an effective second-phase treatment with doxycycline.
acknowledgement: "This work was supported in part by National Institute of Allergy
  and Infectious Diseases grant U54 AI057159, US National Institutes of Health grants
  R01 GM081617 (to R.K.) and GM086258 (to J.C.), European Research Council FP7 ERC
  grant 281891 (to R.K.) and a National Science Foundation Graduate Fellowship (to
  L.K.S.).\r\n"
author:
- first_name: Laura
  full_name: Stone, Laura
  last_name: Stone
- first_name: Michael
  full_name: Baym, Michael
  last_name: Baym
- first_name: Tami
  full_name: Lieberman, Tami
  last_name: Lieberman
- first_name: Remy P
  full_name: Chait, Remy P
  id: 3464AE84-F248-11E8-B48F-1D18A9856A87
  last_name: Chait
  orcid: 0000-0003-0876-3187
- first_name: Jon
  full_name: Clardy, Jon
  last_name: Clardy
- first_name: Roy
  full_name: Kishony, Roy
  last_name: Kishony
citation:
  ama: Stone L, Baym M, Lieberman T, Chait RP, Clardy J, Kishony R. Compounds that
    select against the tetracycline-resistance efflux pump. <i>Nature Chemical Biology</i>.
    2016;12(11):902-904. doi:<a href="https://doi.org/10.1038/nchembio.2176">10.1038/nchembio.2176</a>
  apa: Stone, L., Baym, M., Lieberman, T., Chait, R. P., Clardy, J., &#38; Kishony,
    R. (2016). Compounds that select against the tetracycline-resistance efflux pump.
    <i>Nature Chemical Biology</i>. Nature Publishing Group. <a href="https://doi.org/10.1038/nchembio.2176">https://doi.org/10.1038/nchembio.2176</a>
  chicago: Stone, Laura, Michael Baym, Tami Lieberman, Remy P Chait, Jon Clardy, and
    Roy Kishony. “Compounds That Select against the Tetracycline-Resistance Efflux
    Pump.” <i>Nature Chemical Biology</i>. Nature Publishing Group, 2016. <a href="https://doi.org/10.1038/nchembio.2176">https://doi.org/10.1038/nchembio.2176</a>.
  ieee: L. Stone, M. Baym, T. Lieberman, R. P. Chait, J. Clardy, and R. Kishony, “Compounds
    that select against the tetracycline-resistance efflux pump,” <i>Nature Chemical
    Biology</i>, vol. 12, no. 11. Nature Publishing Group, pp. 902–904, 2016.
  ista: Stone L, Baym M, Lieberman T, Chait RP, Clardy J, Kishony R. 2016. Compounds
    that select against the tetracycline-resistance efflux pump. Nature Chemical Biology.
    12(11), 902–904.
  mla: Stone, Laura, et al. “Compounds That Select against the Tetracycline-Resistance
    Efflux Pump.” <i>Nature Chemical Biology</i>, vol. 12, no. 11, Nature Publishing
    Group, 2016, pp. 902–04, doi:<a href="https://doi.org/10.1038/nchembio.2176">10.1038/nchembio.2176</a>.
  short: L. Stone, M. Baym, T. Lieberman, R.P. Chait, J. Clardy, R. Kishony, Nature
    Chemical Biology 12 (2016) 902–904.
date_created: 2018-12-11T11:51:10Z
date_published: 2016-11-01T00:00:00Z
date_updated: 2021-01-12T06:49:39Z
day: '01'
department:
- _id: CaGu
- _id: GaTk
doi: 10.1038/nchembio.2176
intvolume: '        12'
issue: '11'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5069154/
month: '11'
oa: 1
oa_version: Preprint
page: 902 - 904
publication: Nature Chemical Biology
publication_status: published
publisher: Nature Publishing Group
publist_id: '6026'
quality_controlled: '1'
scopus_import: 1
status: public
title: Compounds that select against the tetracycline-resistance efflux pump
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 12
year: '2016'
...
---
_id: '1320'
abstract:
- lang: eng
  text: 'In recent years, several biomolecular systems have been shown to be scale-invariant
    (SI), i.e. to show the same output dynamics when exposed to geometrically scaled
    input signals (u → pu, p &gt; 0) after pre-adaptation to accordingly scaled constant
    inputs. In this article, we show that SI systems-as well as systems invariant
    with respect to other input transformations-can realize nonlinear differential
    operators: when excited by inputs obeying functional forms characteristic for
    a given class of invariant systems, the systems'' outputs converge to constant
    values directly quantifying the speed of the input.'
acknowledgement: The research leading to these results has received funding from the
  People Programme (Marie Curie Actions) of the European Union's Seventh Framework
  Programme (FP7/2007-2013) under REA grant agreement n° [291734]. Work supported
  in part by grants AFOSR FA9550-14-1-0060 and NIH 1R01GM100473.
article_number: '7526722'
author:
- first_name: Moritz
  full_name: Lang, Moritz
  id: 29E0800A-F248-11E8-B48F-1D18A9856A87
  last_name: Lang
- first_name: Eduardo
  full_name: Sontag, Eduardo
  last_name: Sontag
citation:
  ama: 'Lang M, Sontag E. Scale-invariant systems realize nonlinear differential operators.
    In: Vol 2016-July. IEEE; 2016. doi:<a href="https://doi.org/10.1109/ACC.2016.7526722">10.1109/ACC.2016.7526722</a>'
  apa: 'Lang, M., &#38; Sontag, E. (2016). Scale-invariant systems realize nonlinear
    differential operators (Vol. 2016–July). Presented at the ACC: American Control
    Conference, Boston, MA, USA: IEEE. <a href="https://doi.org/10.1109/ACC.2016.7526722">https://doi.org/10.1109/ACC.2016.7526722</a>'
  chicago: Lang, Moritz, and Eduardo Sontag. “Scale-Invariant Systems Realize Nonlinear
    Differential Operators,” Vol. 2016–July. IEEE, 2016. <a href="https://doi.org/10.1109/ACC.2016.7526722">https://doi.org/10.1109/ACC.2016.7526722</a>.
  ieee: 'M. Lang and E. Sontag, “Scale-invariant systems realize nonlinear differential
    operators,” presented at the ACC: American Control Conference, Boston, MA, USA,
    2016, vol. 2016–July.'
  ista: 'Lang M, Sontag E. 2016. Scale-invariant systems realize nonlinear differential
    operators. ACC: American Control Conference vol. 2016–July, 7526722.'
  mla: Lang, Moritz, and Eduardo Sontag. <i>Scale-Invariant Systems Realize Nonlinear
    Differential Operators</i>. Vol. 2016–July, 7526722, IEEE, 2016, doi:<a href="https://doi.org/10.1109/ACC.2016.7526722">10.1109/ACC.2016.7526722</a>.
  short: M. Lang, E. Sontag, in:, IEEE, 2016.
conference:
  end_date: 2016-07-08
  location: Boston, MA, USA
  name: 'ACC: American Control Conference'
  start_date: 2016-07-06
date_created: 2018-12-11T11:51:21Z
date_published: 2016-07-28T00:00:00Z
date_updated: 2021-01-12T06:49:51Z
day: '28'
ddc:
- '003'
- '621'
department:
- _id: CaGu
- _id: GaTk
doi: 10.1109/ACC.2016.7526722
ec_funded: 1
file:
- access_level: local
  checksum: 7219432b43defc62a0d45f48d4ce6a19
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:16:17Z
  date_updated: 2020-07-14T12:44:43Z
  file_id: '5203'
  file_name: IST-2017-810-v1+1_root.pdf
  file_size: 539166
  relation: main_file
file_date_updated: 2020-07-14T12:44:43Z
has_accepted_license: '1'
language:
- iso: eng
month: '07'
oa_version: Preprint
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication_status: published
publisher: IEEE
publist_id: '5950'
pubrep_id: '810'
quality_controlled: '1'
scopus_import: 1
status: public
title: Scale-invariant systems realize nonlinear differential operators
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 2016-July
year: '2016'
...
---
_id: '1332'
abstract:
- lang: eng
  text: Antibiotic-sensitive and -resistant bacteria coexist in natural environments
    with low, if detectable, antibiotic concentrations. Except possibly around localized
    antibiotic sources, where resistance can provide a strong advantage, bacterial
    fitness is dominated by stresses unaffected by resistance to the antibiotic. How
    do such mixed and heterogeneous conditions influence the selective advantage or
    disadvantage of antibiotic resistance? Here we find that sub-inhibitory levels
    of tetracyclines potentiate selection for or against tetracycline resistance around
    localized sources of almost any toxin or stress. Furthermore, certain stresses
    generate alternating rings of selection for and against resistance around a localized
    source of the antibiotic. In these conditions, localized antibiotic sources, even
    at high strengths, can actually produce a net selection against resistance to
    the antibiotic. Our results show that interactions between the effects of an antibiotic
    and other stresses in inhomogeneous environments can generate pervasive, complex
    patterns of selection both for and against antibiotic resistance.
acknowledgement: This work was partially supported by US National Institutes of Health
  grant R01-GM081617, Israeli Centers of Research Excellence I-CORE Program ISF Grant
  No. 152/11, and the European Research Council FP7 ERC Grant 281891.
article_number: '10333'
author:
- first_name: Remy P
  full_name: Chait, Remy P
  id: 3464AE84-F248-11E8-B48F-1D18A9856A87
  last_name: Chait
  orcid: 0000-0003-0876-3187
- first_name: Adam
  full_name: Palmer, Adam
  last_name: Palmer
- first_name: Idan
  full_name: Yelin, Idan
  last_name: Yelin
- first_name: Roy
  full_name: Kishony, Roy
  last_name: Kishony
citation:
  ama: Chait RP, Palmer A, Yelin I, Kishony R. Pervasive selection for and against
    antibiotic resistance in inhomogeneous multistress environments. <i>Nature Communications</i>.
    2016;7. doi:<a href="https://doi.org/10.1038/ncomms10333">10.1038/ncomms10333</a>
  apa: Chait, R. P., Palmer, A., Yelin, I., &#38; Kishony, R. (2016). Pervasive selection
    for and against antibiotic resistance in inhomogeneous multistress environments.
    <i>Nature Communications</i>. Nature Publishing Group. <a href="https://doi.org/10.1038/ncomms10333">https://doi.org/10.1038/ncomms10333</a>
  chicago: Chait, Remy P, Adam Palmer, Idan Yelin, and Roy Kishony. “Pervasive Selection
    for and against Antibiotic Resistance in Inhomogeneous Multistress Environments.”
    <i>Nature Communications</i>. Nature Publishing Group, 2016. <a href="https://doi.org/10.1038/ncomms10333">https://doi.org/10.1038/ncomms10333</a>.
  ieee: R. P. Chait, A. Palmer, I. Yelin, and R. Kishony, “Pervasive selection for
    and against antibiotic resistance in inhomogeneous multistress environments,”
    <i>Nature Communications</i>, vol. 7. Nature Publishing Group, 2016.
  ista: Chait RP, Palmer A, Yelin I, Kishony R. 2016. Pervasive selection for and
    against antibiotic resistance in inhomogeneous multistress environments. Nature
    Communications. 7, 10333.
  mla: Chait, Remy P., et al. “Pervasive Selection for and against Antibiotic Resistance
    in Inhomogeneous Multistress Environments.” <i>Nature Communications</i>, vol.
    7, 10333, Nature Publishing Group, 2016, doi:<a href="https://doi.org/10.1038/ncomms10333">10.1038/ncomms10333</a>.
  short: R.P. Chait, A. Palmer, I. Yelin, R. Kishony, Nature Communications 7 (2016).
date_created: 2018-12-11T11:51:25Z
date_published: 2016-01-20T00:00:00Z
date_updated: 2021-01-12T06:49:57Z
day: '20'
ddc:
- '570'
- '579'
department:
- _id: CaGu
- _id: GaTk
doi: 10.1038/ncomms10333
file:
- access_level: open_access
  checksum: ef147bcbb8bd37e9079cf3ce06f5815d
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:13:52Z
  date_updated: 2020-07-14T12:44:44Z
  file_id: '5039'
  file_name: IST-2016-662-v1+1_ncomms10333.pdf
  file_size: 1844107
  relation: main_file
file_date_updated: 2020-07-14T12:44:44Z
has_accepted_license: '1'
intvolume: '         7'
language:
- iso: eng
month: '01'
oa: 1
oa_version: Published Version
publication: Nature Communications
publication_status: published
publisher: Nature Publishing Group
publist_id: '5936'
pubrep_id: '662'
quality_controlled: '1'
scopus_import: 1
status: public
title: Pervasive selection for and against antibiotic resistance in inhomogeneous
  multistress environments
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 7
year: '2016'
...
---
_id: '8094'
abstract:
- lang: eng
  text: 'With the accelerated development of robot technologies, optimal control becomes
    one of the central themes of research. In traditional approaches, the controller,
    by its internal functionality, finds appropriate actions on the basis of the history
    of sensor values, guided by the goals, intentions, objectives, learning schemes,
    and so forth. The idea is that the controller controls the world---the body plus
    its environment---as reliably as possible. This paper focuses on new lines of
    self-organization for developmental robotics. We apply the recently developed
    differential extrinsic synaptic plasticity to a muscle-tendon driven arm-shoulder
    system from the Myorobotics toolkit. In the experiments, we observe a vast variety
    of self-organized behavior patterns: when left alone, the arm realizes pseudo-random
    sequences of different poses. By applying physical forces, the system can be entrained
    into definite motion patterns like wiping a table. Most interestingly, after attaching
    an object, the controller gets in a functional resonance with the object''s internal
    dynamics, starting to shake spontaneously bottles half-filled with water or sensitively
    driving an attached pendulum into a circular mode. When attached to the crank
    of a wheel the neural system independently discovers how to rotate it. In this
    way, the robot discovers affordances of objects its body is interacting with.'
article_processing_charge: No
author:
- first_name: Georg S
  full_name: Martius, Georg S
  id: 3A276B68-F248-11E8-B48F-1D18A9856A87
  last_name: Martius
- first_name: Rafael
  full_name: Hostettler, Rafael
  last_name: Hostettler
- first_name: Alois
  full_name: Knoll, Alois
  last_name: Knoll
- first_name: Ralf
  full_name: Der, Ralf
  last_name: Der
citation:
  ama: 'Martius GS, Hostettler R, Knoll A, Der R. Self-organized control of an tendon
    driven arm by differential extrinsic plasticity. In: <i>Proceedings of the Artificial
    Life Conference 2016</i>. Vol 28. MIT Press; 2016:142-143. doi:<a href="https://doi.org/10.7551/978-0-262-33936-0-ch029">10.7551/978-0-262-33936-0-ch029</a>'
  apa: 'Martius, G. S., Hostettler, R., Knoll, A., &#38; Der, R. (2016). Self-organized
    control of an tendon driven arm by differential extrinsic plasticity. In <i>Proceedings
    of the Artificial Life Conference 2016</i> (Vol. 28, pp. 142–143). Cancun, Mexico:
    MIT Press. <a href="https://doi.org/10.7551/978-0-262-33936-0-ch029">https://doi.org/10.7551/978-0-262-33936-0-ch029</a>'
  chicago: Martius, Georg S, Rafael Hostettler, Alois Knoll, and Ralf Der. “Self-Organized
    Control of an Tendon Driven Arm by Differential Extrinsic Plasticity.” In <i>Proceedings
    of the Artificial Life Conference 2016</i>, 28:142–43. MIT Press, 2016. <a href="https://doi.org/10.7551/978-0-262-33936-0-ch029">https://doi.org/10.7551/978-0-262-33936-0-ch029</a>.
  ieee: G. S. Martius, R. Hostettler, A. Knoll, and R. Der, “Self-organized control
    of an tendon driven arm by differential extrinsic plasticity,” in <i>Proceedings
    of the Artificial Life Conference 2016</i>, Cancun, Mexico, 2016, vol. 28, pp.
    142–143.
  ista: 'Martius GS, Hostettler R, Knoll A, Der R. 2016. Self-organized control of
    an tendon driven arm by differential extrinsic plasticity. Proceedings of the
    Artificial Life Conference 2016. ALIFE 2016: 15th International Conference on
    the Synthesis and Simulation of Living Systems vol. 28, 142–143.'
  mla: Martius, Georg S., et al. “Self-Organized Control of an Tendon Driven Arm by
    Differential Extrinsic Plasticity.” <i>Proceedings of the Artificial Life Conference
    2016</i>, vol. 28, MIT Press, 2016, pp. 142–43, doi:<a href="https://doi.org/10.7551/978-0-262-33936-0-ch029">10.7551/978-0-262-33936-0-ch029</a>.
  short: G.S. Martius, R. Hostettler, A. Knoll, R. Der, in:, Proceedings of the Artificial
    Life Conference 2016, MIT Press, 2016, pp. 142–143.
conference:
  end_date: 2016-07-08
  location: Cancun, Mexico
  name: 'ALIFE 2016: 15th International Conference on the Synthesis and Simulation
    of Living Systems'
  start_date: 2016-07-04
date_created: 2020-07-05T22:00:47Z
date_published: 2016-09-01T00:00:00Z
date_updated: 2021-01-12T08:16:53Z
day: '01'
ddc:
- '610'
department:
- _id: ChLa
- _id: GaTk
doi: 10.7551/978-0-262-33936-0-ch029
ec_funded: 1
file:
- access_level: open_access
  checksum: cff63e7a4b8ac466ba51a9c84153a940
  content_type: application/pdf
  creator: cziletti
  date_created: 2020-07-06T12:59:09Z
  date_updated: 2020-07-14T12:48:09Z
  file_id: '8096'
  file_name: 2016_ProcALIFE_Martius.pdf
  file_size: 678670
  relation: main_file
file_date_updated: 2020-07-14T12:48:09Z
has_accepted_license: '1'
intvolume: '        28'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
page: 142-143
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: Proceedings of the Artificial Life Conference 2016
publication_identifier:
  isbn:
  - '9780262339360'
publication_status: published
publisher: MIT Press
quality_controlled: '1'
scopus_import: 1
status: public
title: Self-organized control of an tendon driven arm by differential extrinsic plasticity
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: conference
user_id: D865714E-FA4E-11E9-B85B-F5C5E5697425
volume: 28
year: '2016'
...
---
_id: '1485'
abstract:
- lang: eng
  text: In this article the notion of metabolic turnover is revisited in the light
    of recent results of out-of-equilibrium thermodynamics. By means of Monte Carlo
    methods we perform an exact sampling of the enzymatic fluxes in a genome scale
    metabolic network of E. Coli in stationary growth conditions from which we infer
    the metabolites turnover times. However the latter are inferred from net fluxes,
    and we argue that this approximation is not valid for enzymes working nearby thermodynamic
    equilibrium. We recalculate turnover times from total fluxes by performing an
    energy balance analysis of the network and recurring to the fluctuation theorem.
    We find in many cases values one of order of magnitude lower, implying a faster
    picture of intermediate metabolism.
article_number: '016003'
author:
- first_name: Daniele
  full_name: De Martino, Daniele
  id: 3FF5848A-F248-11E8-B48F-1D18A9856A87
  last_name: De Martino
  orcid: 0000-0002-5214-4706
citation:
  ama: De Martino D. Genome-scale estimate of the metabolic turnover of E. Coli from
    the energy balance analysis. <i>Physical Biology</i>. 2016;13(1). doi:<a href="https://doi.org/10.1088/1478-3975/13/1/016003">10.1088/1478-3975/13/1/016003</a>
  apa: De Martino, D. (2016). Genome-scale estimate of the metabolic turnover of E.
    Coli from the energy balance analysis. <i>Physical Biology</i>. IOP Publishing
    Ltd. <a href="https://doi.org/10.1088/1478-3975/13/1/016003">https://doi.org/10.1088/1478-3975/13/1/016003</a>
  chicago: De Martino, Daniele. “Genome-Scale Estimate of the Metabolic Turnover of
    E. Coli from the Energy Balance Analysis.” <i>Physical Biology</i>. IOP Publishing
    Ltd., 2016. <a href="https://doi.org/10.1088/1478-3975/13/1/016003">https://doi.org/10.1088/1478-3975/13/1/016003</a>.
  ieee: D. De Martino, “Genome-scale estimate of the metabolic turnover of E. Coli
    from the energy balance analysis,” <i>Physical Biology</i>, vol. 13, no. 1. IOP
    Publishing Ltd., 2016.
  ista: De Martino D. 2016. Genome-scale estimate of the metabolic turnover of E.
    Coli from the energy balance analysis. Physical Biology. 13(1), 016003.
  mla: De Martino, Daniele. “Genome-Scale Estimate of the Metabolic Turnover of E.
    Coli from the Energy Balance Analysis.” <i>Physical Biology</i>, vol. 13, no.
    1, 016003, IOP Publishing Ltd., 2016, doi:<a href="https://doi.org/10.1088/1478-3975/13/1/016003">10.1088/1478-3975/13/1/016003</a>.
  short: D. De Martino, Physical Biology 13 (2016).
date_created: 2018-12-11T11:52:18Z
date_published: 2016-01-29T00:00:00Z
date_updated: 2021-01-12T06:51:04Z
day: '29'
department:
- _id: GaTk
doi: 10.1088/1478-3975/13/1/016003
ec_funded: 1
intvolume: '        13'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://arxiv.org/abs/1505.04613
month: '01'
oa: 1
oa_version: Preprint
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: Physical Biology
publication_status: published
publisher: IOP Publishing Ltd.
publist_id: '5702'
quality_controlled: '1'
scopus_import: 1
status: public
title: Genome-scale estimate of the metabolic turnover of E. Coli from the energy
  balance analysis
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 13
year: '2016'
...
---
_id: '1342'
abstract:
- lang: eng
  text: A key aspect of bacterial survival is the ability to evolve while migrating
    across spatially varying environmental challenges. Laboratory experiments, however,
    often study evolution in well-mixed systems. Here, we introduce an experimental
    device, the microbial evolution and growth arena (MEGA)-plate, in which bacteria
    spread and evolved on a large antibiotic landscape (120 × 60 centimeters) that
    allowed visual observation of mutation and selection in a migrating bacterial
    front.While resistance increased consistently, multiple coexisting lineages diversified
    both phenotypically and genotypically. Analyzing mutants at and behind the propagating
    front,we found that evolution is not always led by the most resistant mutants;
    highly resistant mutants may be trapped behindmore sensitive lineages.TheMEGA-plate
    provides a versatile platformfor studying microbial adaption and directly visualizing
    evolutionary dynamics.
author:
- first_name: Michael
  full_name: Baym, Michael
  last_name: Baym
- first_name: Tami
  full_name: Lieberman, Tami
  last_name: Lieberman
- first_name: Eric
  full_name: Kelsic, Eric
  last_name: Kelsic
- first_name: Remy P
  full_name: Chait, Remy P
  id: 3464AE84-F248-11E8-B48F-1D18A9856A87
  last_name: Chait
  orcid: 0000-0003-0876-3187
- first_name: Rotem
  full_name: Gross, Rotem
  last_name: Gross
- first_name: Idan
  full_name: Yelin, Idan
  last_name: Yelin
- first_name: Roy
  full_name: Kishony, Roy
  last_name: Kishony
citation:
  ama: Baym M, Lieberman T, Kelsic E, et al. Spatiotemporal microbial evolution on
    antibiotic landscapes. <i>Science</i>. 2016;353(6304):1147-1151. doi:<a href="https://doi.org/10.1126/science.aag0822">10.1126/science.aag0822</a>
  apa: Baym, M., Lieberman, T., Kelsic, E., Chait, R. P., Gross, R., Yelin, I., &#38;
    Kishony, R. (2016). Spatiotemporal microbial evolution on antibiotic landscapes.
    <i>Science</i>. American Association for the Advancement of Science. <a href="https://doi.org/10.1126/science.aag0822">https://doi.org/10.1126/science.aag0822</a>
  chicago: Baym, Michael, Tami Lieberman, Eric Kelsic, Remy P Chait, Rotem Gross,
    Idan Yelin, and Roy Kishony. “Spatiotemporal Microbial Evolution on Antibiotic
    Landscapes.” <i>Science</i>. American Association for the Advancement of Science,
    2016. <a href="https://doi.org/10.1126/science.aag0822">https://doi.org/10.1126/science.aag0822</a>.
  ieee: M. Baym <i>et al.</i>, “Spatiotemporal microbial evolution on antibiotic landscapes,”
    <i>Science</i>, vol. 353, no. 6304. American Association for the Advancement of
    Science, pp. 1147–1151, 2016.
  ista: Baym M, Lieberman T, Kelsic E, Chait RP, Gross R, Yelin I, Kishony R. 2016.
    Spatiotemporal microbial evolution on antibiotic landscapes. Science. 353(6304),
    1147–1151.
  mla: Baym, Michael, et al. “Spatiotemporal Microbial Evolution on Antibiotic Landscapes.”
    <i>Science</i>, vol. 353, no. 6304, American Association for the Advancement of
    Science, 2016, pp. 1147–51, doi:<a href="https://doi.org/10.1126/science.aag0822">10.1126/science.aag0822</a>.
  short: M. Baym, T. Lieberman, E. Kelsic, R.P. Chait, R. Gross, I. Yelin, R. Kishony,
    Science 353 (2016) 1147–1151.
date_created: 2018-12-11T11:51:29Z
date_published: 2016-09-09T00:00:00Z
date_updated: 2021-01-12T06:50:01Z
day: '09'
department:
- _id: CaGu
- _id: GaTk
doi: 10.1126/science.aag0822
intvolume: '       353'
issue: '6304'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5534434/
month: '09'
oa: 1
oa_version: Preprint
page: 1147 - 1151
publication: Science
publication_status: published
publisher: American Association for the Advancement of Science
publist_id: '5911'
quality_controlled: '1'
scopus_import: 1
status: public
title: Spatiotemporal microbial evolution on antibiotic landscapes
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 353
year: '2016'
...
---
_id: '1358'
abstract:
- lang: eng
  text: 'Gene regulation relies on the specificity of transcription factor (TF)–DNA
    interactions. Limited specificity may lead to crosstalk: a regulatory state in
    which a gene is either incorrectly activated due to noncognate TF–DNA interactions
    or remains erroneously inactive. As each TF can have numerous interactions with
    noncognate cis-regulatory elements, crosstalk is inherently a global problem,
    yet has previously not been studied as such. We construct a theoretical framework
    to analyse the effects of global crosstalk on gene regulation. We find that crosstalk
    presents a significant challenge for organisms with low-specificity TFs, such
    as metazoans. Crosstalk is not easily mitigated by known regulatory schemes acting
    at equilibrium, including variants of cooperativity and combinatorial regulation.
    Our results suggest that crosstalk imposes a previously unexplored global constraint
    on the functioning and evolution of regulatory networks, which is qualitatively
    distinct from the known constraints that act at the level of individual gene regulatory
    elements.'
article_number: '12307'
author:
- first_name: Tamar
  full_name: Friedlander, Tamar
  id: 36A5845C-F248-11E8-B48F-1D18A9856A87
  last_name: Friedlander
- first_name: Roshan
  full_name: Prizak, Roshan
  id: 4456104E-F248-11E8-B48F-1D18A9856A87
  last_name: Prizak
- first_name: Calin C
  full_name: Guet, Calin C
  id: 47F8433E-F248-11E8-B48F-1D18A9856A87
  last_name: Guet
  orcid: 0000-0001-6220-2052
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
- first_name: Gasper
  full_name: Tkacik, Gasper
  id: 3D494DCA-F248-11E8-B48F-1D18A9856A87
  last_name: Tkacik
  orcid: 0000-0002-6699-1455
citation:
  ama: Friedlander T, Prizak R, Guet CC, Barton NH, Tkačik G. Intrinsic limits to
    gene regulation by global crosstalk. <i>Nature Communications</i>. 2016;7. doi:<a
    href="https://doi.org/10.1038/ncomms12307">10.1038/ncomms12307</a>
  apa: Friedlander, T., Prizak, R., Guet, C. C., Barton, N. H., &#38; Tkačik, G. (2016).
    Intrinsic limits to gene regulation by global crosstalk. <i>Nature Communications</i>.
    Nature Publishing Group. <a href="https://doi.org/10.1038/ncomms12307">https://doi.org/10.1038/ncomms12307</a>
  chicago: Friedlander, Tamar, Roshan Prizak, Calin C Guet, Nicholas H Barton, and
    Gašper Tkačik. “Intrinsic Limits to Gene Regulation by Global Crosstalk.” <i>Nature
    Communications</i>. Nature Publishing Group, 2016. <a href="https://doi.org/10.1038/ncomms12307">https://doi.org/10.1038/ncomms12307</a>.
  ieee: T. Friedlander, R. Prizak, C. C. Guet, N. H. Barton, and G. Tkačik, “Intrinsic
    limits to gene regulation by global crosstalk,” <i>Nature Communications</i>,
    vol. 7. Nature Publishing Group, 2016.
  ista: Friedlander T, Prizak R, Guet CC, Barton NH, Tkačik G. 2016. Intrinsic limits
    to gene regulation by global crosstalk. Nature Communications. 7, 12307.
  mla: Friedlander, Tamar, et al. “Intrinsic Limits to Gene Regulation by Global Crosstalk.”
    <i>Nature Communications</i>, vol. 7, 12307, Nature Publishing Group, 2016, doi:<a
    href="https://doi.org/10.1038/ncomms12307">10.1038/ncomms12307</a>.
  short: T. Friedlander, R. Prizak, C.C. Guet, N.H. Barton, G. Tkačik, Nature Communications
    7 (2016).
date_created: 2018-12-11T11:51:34Z
date_published: 2016-08-04T00:00:00Z
date_updated: 2023-09-07T12:53:49Z
day: '04'
ddc:
- '576'
department:
- _id: GaTk
- _id: NiBa
- _id: CaGu
doi: 10.1038/ncomms12307
ec_funded: 1
file:
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  checksum: fe3f3a1526d180b29fe691ab11435b78
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  creator: system
  date_created: 2018-12-12T10:12:01Z
  date_updated: 2020-07-14T12:44:46Z
  file_id: '4919'
  file_name: IST-2016-627-v1+1_ncomms12307.pdf
  file_size: 861805
  relation: main_file
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  checksum: 164864a1a675f3ad80e9917c27aba07f
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  creator: system
  date_created: 2018-12-12T10:12:02Z
  date_updated: 2020-07-14T12:44:46Z
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  file_name: IST-2016-627-v1+2_ncomms12307-s1.pdf
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  relation: main_file
file_date_updated: 2020-07-14T12:44:46Z
has_accepted_license: '1'
intvolume: '         7'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
- _id: 254E9036-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: P28844-B27
  name: Biophysics of information processing in gene regulation
publication: Nature Communications
publication_status: published
publisher: Nature Publishing Group
publist_id: '5887'
pubrep_id: '627'
quality_controlled: '1'
related_material:
  record:
  - id: '6071'
    relation: dissertation_contains
    status: public
scopus_import: 1
status: public
title: Intrinsic limits to gene regulation by global crosstalk
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 7
year: '2016'
...
