Molecular noise of innate immunity shapes bacteria-phage ecologies
J. Ruess, M. Pleska, C.C. Guet, G. Tkadik, PLoS Computational Biology 15 (2019).
LibreCat: https://research-explorer.ista.ac.at/record/6784
DOI: 10.1371/journal.pcbi.1007168
WoS: 000481577700032

Supporting text and results
J. Ruess, M. Pleska, C.C. Guet, G. Tkadik, (2019).
LibreCat: https://research-explorer.ista.ac.at/record/9786
DOI: 10.1371/journal.pcbi.1007168.s001

eGFRD in all dimensions
T.R. Sokolowski, J. Paijmans, L. Bossen, T. Miedema, M. Wehrens, N.B. Becker, K. Kaizu, K. Takahashi, M. Dogterom, P.R. ten Wolde, The Journal of Chemical Physics 150 (2019).
LibreCat: https://research-explorer.ista.ac.at/record/7422
DOI: 10.1063/1.5064867
WoS: 000458109300009
arXiv: 1708.09364

Estimating information in time-varying signals
S.A. Cepeda Humerez, J. Ruess, G. Tkadik, PLoS Computational Biology 15 (2019) e1007290.
LibreCat: https://research-explorer.ista.ac.at/record/6900
DOI: 10.1371/journal.pcbi.1007290
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PMID: 31479447

Harmonic dynamics of the Abelian sandpile
M. Lang, M. Shkolnikov, Proceedings of the National Academy of Sciences 116 (2019) 2821–2830.
LibreCat: https://research-explorer.ista.ac.at/record/196
DOI: 10.1073/pnas.1812015116
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Limiting shapes of confined lipid vesicles
B. Kavcic, A. Sakashita, H. Noguchi, P. Ziherl, Soft Matter 15 (2019) 602–614.
LibreCat: https://research-explorer.ista.ac.at/record/5817
DOI: 10.1039/c8sm01956h
WoS: 000457329700003
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Estimating information flow in single cells
S.A. Cepeda Humerez, Estimating Information Flow in Single Cells, Institute of Science and Technology Austria, 2019.
LibreCat: https://research-explorer.ista.ac.at/record/6473
DOI: 10.15479/AT:ISTA:6473

Coevolution of transcription factors and their binding sites in sequence space
R. Prizak, Coevolution of Transcription Factors and Their Binding Sites in Sequence Space, Institute of Science and Technology Austria, 2019.
LibreCat: https://research-explorer.ista.ac.at/record/6071
DOI: 10.15479/at:ista:th6071

Non-equilibrium critical dynamics of bursts in ;8 and ;4 rhythms as fundamental characteristic of sleep and wake micro-architecture
J.W.J.L. Wang, F. Lombardi, X. Zhang, C. Anaclet, P.C. Ivanov, PLoS Computational Biology 15 (2019).
LibreCat: https://research-explorer.ista.ac.at/record/7103
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Receptor crosstalk improves concentration sensing of multiple ligands
M. Carballo-Pacheco, J. Desponds, T. Gavrilchenko, A. Mayer, R. Prizak, G. Reddy, I. Nemenman, T. Mora, Physical Review E 99 (2019).
LibreCat: https://research-explorer.ista.ac.at/record/6090
DOI: 10.1103/PhysRevE.99.022423
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A tight upper bound on mutual information
M. Hledik, T.R. Sokolowski, G. Tkadik, in:, IEEE Information Theory Workshop, ITW 2019, IEEE, 2019.
LibreCat: https://research-explorer.ista.ac.at/record/7606
DOI: 10.1109/ITW44776.2019.8989292
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arXiv: 1812.01475

An introduction to the maximum entropy approach and its application to inference problems in biology
A. De Martino, D. De Martino, Heliyon 4 (2018).
LibreCat: https://research-explorer.ista.ac.at/record/306
DOI: 10.1016/j.heliyon.2018.e00596

Fabrication and operation of microfluidic hanging drop networks
P. Misun, A. Birchler, M. Lang, A. Hierlemann, O. Frey, Methods in Molecular Biology 1771 (2018) 183–202.
LibreCat: https://research-explorer.ista.ac.at/record/305
DOI: 10.1007/978-1-4939-7792-5_15

Distributed and dynamic intracellular organization of extracellular information
A. Granados, J. Pietsch, S.A. Cepeda Humerez, I. Farquhar, G. Tkadik, P. Swain, PNAS 115 (2018) 6088–6093.
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Evolutionary pathways for the generation of new self-incompatibility haplotypes in a non-self recognition system
K. Bodova, T. Priklopil, D. Field, N.H. Barton, M. Pickup, Genetics 209 (2018) 861–883.
LibreCat: https://research-explorer.ista.ac.at/record/316
DOI: 10.1534/genetics.118.300748
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Supplemental material for Bodova et al., 2018
K. Bodova, T. Priklopil, D. Field, N.H. Barton, M. Pickup, (2018).
LibreCat: https://research-explorer.ista.ac.at/record/9813
DOI: 10.25386/genetics.6148304.v1

Probabilistic models of individual and collective animal behavior
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkadik, PLoS One 13 (2018).
LibreCat: https://research-explorer.ista.ac.at/record/406
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Phage-host population dynamics promotes prophage acquisition in bacteria with innate immunity
M. Pleska, M. Lang, D. Refardt, B. Levin, C.C. Guet, Nature Ecology and Evolution 2 (2018) 359–366.
LibreCat: https://research-explorer.ista.ac.at/record/457
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Implementation of the inference method in Matlab
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkadik, (2018).
LibreCat: https://research-explorer.ista.ac.at/record/9831
DOI: 10.1371/journal.pone.0193049.s001

Separating intrinsic interactions from extrinsic correlations in a network of sensory neurons
U. Ferrari, S. Deny, M.J. Chalk, G. Tkadik, O. Marre, T. Mora, Physical Review E 98 (2018).
LibreCat: https://research-explorer.ista.ac.at/record/31
DOI: 10.1103/PhysRevE.98.042410
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Toward a unified theory of efficient, predictive, and sparse coding
M.J. Chalk, O. Marre, G. Tkadik, PNAS 115 (2018) 186–191.
LibreCat: https://research-explorer.ista.ac.at/record/543
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Well posedness and maximum entropy approximation for the dynamics of quantitative traits
K. Bodova, J. Haskovec, P. Markowich, Physica D: Nonlinear Phenomena 376–377 (2018) 108–120.
LibreCat: https://research-explorer.ista.ac.at/record/607
DOI: 10.1016/j.physd.2017.10.015
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arXiv: 1704.08757

Nonoptimal gene expression creates latent potential for antibiotic resistance
A. Palmer, R.P. Chait, R. Kishony, Molecular Biology and Evolution 35 (2018) 2669–2684.
LibreCat: https://research-explorer.ista.ac.at/record/19
DOI: 10.1093/molbev/msy163
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PMID: 30169679

Nonlinear decoding of a complex movie from the mammalian retina
V. Botella Soler, S. Deny, G.S. Martius, O. Marre, G. Tkadik, PLoS Computational Biology 14 (2018).
LibreCat: https://research-explorer.ista.ac.at/record/292
DOI: 10.1371/journal.pcbi.1006057
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Statistical mechanics for metabolic networks during steady state growth
D. De Martino, A.A. Mc, T. Bergmiller, C.C. Guet, G. Tkadik, Nature Communications 9 (2018).
LibreCat: https://research-explorer.ista.ac.at/record/161
DOI: 10.1038/s41467-018-05417-9
WoS: 000440149300021

Evolutionary potential of transcription factors for gene regulatory rewiring
C. Igler, M. Lagator, G. Tkadik, J.P. Bollback, C.C. Guet, Nature Ecology and Evolution 2 (2018) 1633–1643.
LibreCat: https://research-explorer.ista.ac.at/record/67
DOI: 10.1038/s41559-018-0651-y
WoS: 000447947600021

Shaping bacterial population behavior through computer interfaced control of individual cells
R.P. Chait, J. Ruess, T. Bergmiller, G. Tkadik, C.C. Guet, Nature Communications 8 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/613
DOI: 10.1038/s41467-017-01683-1

Dynamical self consistency leads to behavioral development and emergent social interactions in robots
R. Der, G.S. Martius, in:, IEEE, 2017.
LibreCat: https://research-explorer.ista.ac.at/record/652
DOI: 10.1109/DEVLRN.2016.7846789

Self organized behavior generation for musculoskeletal robots
R. Der, G.S. Martius, Frontiers in Neurorobotics 11 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/658
DOI: 10.3389/fnbot.2017.00008

Probabilistic models for neural populations that naturally capture global coupling and criticality
J. Humplik, G. Tkadik, PLoS Computational Biology 13 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/720
DOI: 10.1371/journal.pcbi.1005763

Discrete modes of social information processing predict individual behavior of fish in a group
R. Harpaz, G. Tkadik, E. Schneidman, PNAS 114 (2017) 10149–10154.
LibreCat: https://research-explorer.ista.ac.at/record/725
DOI: 10.1073/pnas.1703817114
PMID: 28874581

Data from: Error-robust modes of the retinal population code
J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkadik, M. Berry, (2017).
LibreCat: https://research-explorer.ista.ac.at/record/9709
DOI: 10.5061/dryad.1f1rc

Sensory noise predicts divisive reshaping of receptive fields
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, PLoS Computational Biology 13 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/680
DOI: 10.1371/journal.pcbi.1005582

Supplementary appendix
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, (2017).
LibreCat: https://research-explorer.ista.ac.at/record/9855
DOI: 10.1371/journal.pcbi.1005582.s001

Noisy response to antibiotic stress predicts subsequent single cell survival in an acidic environment
K. Mitosch, G. Rieckh, M.T. Bollenbach, Cell Systems 4 (2017) 393–403.
LibreCat: https://research-explorer.ista.ac.at/record/666
DOI: 10.1016/j.cels.2017.03.001

Exact goodness-of-fit testing for the Ising model
A. Martin Del Campo Sanchez, S.A. Cepeda Humerez, C. Uhler, Scandinavian Journal of Statistics 44 (2017) 285–306.
LibreCat: https://research-explorer.ista.ac.at/record/2016
DOI: 10.1111/sjos.12251
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arXiv: 1410.1242

Multiplexed computations in retinal ganglion cells of a single type
S. Deny, U. Ferrari, E. Mace, P. Yger, R. Caplette, S. Picaud, G. Tkadik, O. Marre, Nature Communications 8 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/1104
DOI: 10.1038/s41467-017-02159-y
WoS: 000417241200004

Subsampling scaling
A. Levina (Martius), V. Priesemann, Nature Communications 8 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/993
DOI: 10.1038/ncomms15140
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Evolution of new regulatory functions on biophysically realistic fitness landscapes
T. Friedlander, R. Prizak, N.H. Barton, G. Tkadik, Nature Communications 8 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/955
DOI: 10.1038/s41467-017-00238-8
WoS: 000407198800005

Scales and multimodal flux distributions in stationary metabolic network models via thermodynamics
D. De Martino,  Physical Review E Statistical Nonlinear and Soft Matter Physics  95 (2017) 062419.
LibreCat: https://research-explorer.ista.ac.at/record/959
DOI: 10.1103/PhysRevE.95.062419
WoS: 000404546400004

Quantifying the entropic cost of cellular growth control
D. De Martino, F. Capuani, A. De Martino,  Physical Review E Statistical Nonlinear and Soft Matter Physics  96 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/947
DOI: 10.1103/PhysRevE.96.010401
WoS: 000405194200002

Decoding of position in the developing neural tube from antiparallel morphogen gradients
M.P. Zagórski, Y. Tabata, N. Brandenberg, M. Lutolf, G. Tkadik, T. Bollenbach, J. Briscoe, A. Kicheva, Science 356 (2017) 1379–1383.
LibreCat: https://research-explorer.ista.ac.at/record/943
DOI: 10.1126/science.aam5887
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PMID: 28663499

Phase transitions in integer linear problems
S. Colabrese, D. De Martino, L. Leuzzi, E. Marinari,  Journal of Statistical Mechanics: Theory and Experiment 2017 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/823
DOI: 10.1088/1742-5468/aa85c3
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Maximum entropy models as a tool for building precise neural controls
C. Savin, G. Tkadik, Current Opinion in Neurobiology 46 (2017) 120–126.
LibreCat: https://research-explorer.ista.ac.at/record/730
DOI: 10.1016/j.conb.2017.08.001
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Maximum entropy modeling of metabolic networks by constraining growth-rate moments predicts coexistence of phenotypes
D. De Martino, Physical Review E 96 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/548
DOI: 10.1103/PhysRevE.96.060401

Zeros of nonlinear systems with input invariances
M. Lang, E. Sontag, Automatica 81C (2017) 46–55.
LibreCat: https://research-explorer.ista.ac.at/record/1007
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Biased partitioning of the multidrug efflux pump AcrAB TolC underlies long lived phenotypic heterogeneity
T. Bergmiller, A.M. Andersson, K. Tomasek, E. Balleza, D. Kiviet, R. Hauschild, G. Tkadik, C.C. Guet, Science 356 (2017) 311–315.
LibreCat: https://research-explorer.ista.ac.at/record/665
DOI: 10.1126/science.aaf4762

An effective feedback loop between cell-cell contact duration and morphogen signaling determines cell fate
V. Barone, M. Lang, G. Krens, S. Pradhan, S. Shamipour, K. Sako, M.K. Sikora, C.C. Guet, C.-P.J. Heisenberg, Developmental Cell 43 (2017) 198–211.
LibreCat: https://research-explorer.ista.ac.at/record/735
DOI: 10.1016/j.devcel.2017.09.014
WoS: 000413443700011

Relevant sparse codes with variational information bottleneck
M.J. Chalk, O. Marre, G. Tkadik, in:, Neural Information Processing Systems, 2016, pp. 1965–1973.
LibreCat: https://research-explorer.ista.ac.at/record/1082

Estimating nonlinear neural response functions using GP priors and Kronecker methods
C. Savin, G. Tkadik, in:, Neural Information Processing Systems, 2016, pp. 3610–3618.
LibreCat: https://research-explorer.ista.ac.at/record/1105