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124 Publications

2020 | Preprint | IST-REx-ID: 7463   OA
F. Lombardi, O. Shriki, H. J. Herrmann, and L. de Arcangelis, “Long-range temporal correlations in the broadband resting state activity of the human brain revealed by neuronal avalanches,” bioRxiv. Cold Spring Harbor Laboratory, 2020.
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2020 | Journal Article | IST-REx-ID: 7569   OA
R. Grah and T. Friedlander, “The relation between crosstalk and gene regulation form revisited,” PLOS Computational Biology, vol. 16, no. 2, p. e1007642, 2020.
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2020 | Journal Article | IST-REx-ID: 7490   OA
M. Narasimhan et al., “Evolutionarily unique mechanistic framework of clathrin-mediated endocytosis in plants,” eLife, vol. 9, p. e52067, 2020.
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2020 | Preprint | IST-REx-ID: 7553   OA
W. F. Mlynarski, M. Hledik, T. R. Sokolowski, and G. Tkačik, “Statistical analysis and optimality of biological systems,” bioRxiv. Cold Spring Harbor Laboratory.
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2020 | Journal Article | IST-REx-ID: 7251
F. Lombardi et al., “Critical dynamics and coupling in bursts of cortical rhythms indicate non-homeostatic mechanism for sleep-stage transitions and dual role of VLPO neurons in both sleep and wake,” The Journal of neuroscience, vol. 40, no. 1, pp. 171–190, 2020.
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2020 | Research Data | IST-REx-ID: 7383   OA
R. Grah, Matlab scripts for the Paper: Gene Amplification as a Form of Population-Level Gene Expression regulation. IST Austria, 2020.
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2019 | Journal Article | IST-REx-ID: 6046   OA
K. Mitosch, G. Rieckh, and M. T. Bollenbach, “Temporal order and precision of complex stress responses in individual bacteria,” Molecular systems biology, vol. 15, no. 2, 2019.
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2019 | Journal Article | IST-REx-ID: 7103   OA
J. W. J. L. Wang, F. Lombardi, X. Zhang, C. Anaclet, and P. C. Ivanov, “Non-equilibrium critical dynamics of bursts in θ and δ rhythms as fundamental characteristic of sleep and wake micro-architecture,” PLOS Computational Biology, vol. 15, no. 11, 2019.
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2019 | Preprint | IST-REx-ID: 7083   OA
B. Kavcic, G. Tkačik, and T. Bollenbach, “Mechanistic origin of drug interactions between translation-inhibiting antibiotics,” bioRxiv. Cold Spring Harbor Laboratory.
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2019 | Preprint | IST-REx-ID: 7552   OA
W. Bialek, T. Gregor, and G. Tkačik, “Action at a distance in transcriptional regulation,” arXiv:1912.08579. ArXiv.
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2019 | Journal Article | IST-REx-ID: 5817
B. Kavcic, A. Sakashita, H. Noguchi, and P. Ziherl, “Limiting shapes of confined lipid vesicles,” Soft Matter, vol. 15, no. 4, pp. 602–614, 2019.
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2019 | Thesis | IST-REx-ID: 6473
S. A. Cepeda Humerez, Estimating information flow in single cells. IST Austria, 2019.
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2019 | Journal Article | IST-REx-ID: 6049   OA
D. De Martino, “Feedback-induced self-oscillations in large interacting systems subjected to phase transitions,” Journal of Physics A: Mathematical and Theoretical, vol. 52, no. 4, 2019.
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2019 | Journal Article | IST-REx-ID: 6784   OA
J. Ruess, M. Pleska, C. C. Guet, and G. Tkačik, “Molecular noise of innate immunity shapes bacteria-phage ecologies,” PLoS Computational Biology, vol. 15, no. 7, 2019.
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2019 | Journal Article | IST-REx-ID: 5945
M. D. Petkova, G. Tkacik, W. Bialek, E. F. Wieschaus, and T. Gregor, “Optimal decoding of cellular identities in a genetic network,” Cell, vol. 176, no. 4, p. 844–855.e15, 2019.
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2019 | Journal Article | IST-REx-ID: 7422   OA
T. R. Sokolowski et al., “eGFRD in all dimensions,” The Journal of Chemical Physics, vol. 150, no. 5, p. 054108, 2019.
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2019 | Journal Article | IST-REx-ID: 6900   OA
S. A. Cepeda Humerez, J. Ruess, and G. Tkačik, “Estimating information in time-varying signals,” PLoS computational biology, vol. 15, no. 9, p. e1007290, 2019.
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2019 | Journal Article | IST-REx-ID: 6090   OA
M. Carballo-Pacheco et al., “Receptor crosstalk improves concentration sensing of multiple ligands,” Physical Review E, vol. 99, no. 2, 2019.
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2019 | Thesis | IST-REx-ID: 6071
R. Prizak, Coevolution of transcription factors and their binding sites in sequence space. IST Austria, 2019.
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2019 | Conference Paper | IST-REx-ID: 7606   OA
M. Hledik, T. R. Sokolowski, and G. Tkačik, “A tight upper bound on mutual information,” in IEEE Information Theory Workshop, ITW 2019, Visby, Sweden, 2019, p. 8989292.
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2018 | Journal Article | IST-REx-ID: 31   OA
U. Ferrari, S. Deny, M. J. Chalk, G. Tkacik, O. Marre, and T. Mora, “Separating intrinsic interactions from extrinsic correlations in a network of sensory neurons,” Physical Review E, vol. 98, no. 4, 2018.
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2018 | Journal Article | IST-REx-ID: 543   OA
M. J. Chalk, O. Marre, and G. Tkacik, “Toward a unified theory of efficient, predictive, and sparse coding,” PNAS, vol. 115, no. 1, pp. 186–191, 2018.
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2018 | Research Data | IST-REx-ID: 5587   OA
D. De Martino and G. Tkacik, Supporting materials “STATISTICAL MECHANICS FOR METABOLIC NETWORKS IN STEADY-STATE GROWTH.” IST Austria, 2018.
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2018 | Journal Article | IST-REx-ID: 67
C. Igler, M. Lagator, G. Tkacik, J. P. Bollback, and C. C. Guet, “Evolutionary potential of transcription factors for gene regulatory rewiring,” Nature Ecology and Evolution, vol. 2, no. 10, pp. 1633–1643, 2018.
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2018 | Journal Article | IST-REx-ID: 316   OA
K. Bodova, T. Priklopil, D. Field, N. H. Barton, and M. Pickup, “Evolutionary pathways for the generation of new self-incompatibility haplotypes in a non-self recognition system,” Genetics, vol. 209, no. 3, pp. 861–883, 2018.
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2018 | Journal Article | IST-REx-ID: 607   OA
K. Bodova, J. Haskovec, and P. Markowich, “Well posedness and maximum entropy approximation for the dynamics of quantitative traits,” Physica D: Nonlinear Phenomena, vol. 376–377, pp. 108–120, 2018.
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2018 | Journal Article | IST-REx-ID: 19   OA
A. Palmer, R. P. Chait, and R. Kishony, “Nonoptimal gene expression creates latent potential for antibiotic resistance,” Molecular Biology and Evolution, vol. 35, no. 11, pp. 2669–2684, 2018.
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2018 | Preprint | IST-REx-ID: 196   OA
M. Lang and M. Shkolnikov, “Harmonic dynamics of the Abelian sandpile,” ArXiv. ArXiv, 2018.
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2018 | Journal Article | IST-REx-ID: 305
P. Misun, A. Birchler, M. Lang, A. Hierlemann, and O. Frey, “Fabrication and operation of microfluidic hanging drop networks,” Methods in Molecular Biology, vol. 1771, pp. 183–202, 2018.
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2018 | Journal Article | IST-REx-ID: 406   OA
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, and G. Tkacik, “Probabilistic models of individual and collective animal behavior,” PLoS One, vol. 13, no. 3, 2018.
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2018 | Journal Article | IST-REx-ID: 292   OA
V. Botella Soler, S. Deny, G. S. Martius, O. Marre, and G. Tkacik, “Nonlinear decoding of a complex movie from the mammalian retina,” PLoS Computational Biology, vol. 14, no. 5, p. e1006057, 2018.
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2018 | Research Data | IST-REx-ID: 5584
S. Deny, O. Marre, V. Botella-Soler, G. S. Martius, and G. Tkacik, Nonlinear decoding of a complex movie from the mammalian retina. IST Austria, 2018.
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2018 | Journal Article | IST-REx-ID: 306   OA
A. De Martino and D. De Martino, “An introduction to the maximum entropy approach and its application to inference problems in biology,” Heliyon, vol. 4, no. 4, 2018.
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2018 | Journal Article | IST-REx-ID: 457
M. Pleska, M. Lang, D. Refardt, B. Levin, and C. C. Guet, “Phage-host population dynamics promotes prophage acquisition in bacteria with innate immunity,” Nature Ecology and Evolution, vol. 2, no. 2, pp. 359–366, 2018.
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2018 | Journal Article | IST-REx-ID: 281   OA
A. Granados, J. Pietsch, S. A. Cepeda Humerez, I. Farquhar, G. Tkacik, and P. Swain, “Distributed and dynamic intracellular organization of extracellular information,” PNAS, vol. 115, no. 23, pp. 6088–6093, 2018.
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2018 | Journal Article | IST-REx-ID: 161
D. De Martino, A. A. Mc, T. Bergmiller, C. C. Guet, and G. Tkacik, “Statistical mechanics for metabolic networks during steady state growth,” Nature Communications, vol. 9, no. 1, 2018.
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2018 | Research Data | IST-REx-ID: 5585   OA
C. Igler, M. Lagator, G. Tkacik, J. P. Bollback, and C. C. Guet, Data for the paper Evolutionary potential of transcription factors for gene regulatory rewiring. IST Austria, 2018.
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2017 | Research Data | IST-REx-ID: 5562   OA
O. Marre, G. Tkacik, D. Amodei, E. Schneidman, W. Bialek, and M. Berry, Multi-electrode array recording from salamander retinal ganglion cells. IST Austria, 2017.
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2017 | Journal Article | IST-REx-ID: 725   OA
R. Harpaz, G. Tkacik, and E. Schneidman, “Discrete modes of social information processing predict individual behavior of fish in a group,” PNAS, vol. 114, no. 38, pp. 10149–10154, 2017.
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2017 | Journal Article | IST-REx-ID: 1104   OA
S. Deny et al., “Multiplexed computations in retinal ganglion cells of a single type,” Nature Communications, vol. 8, no. 1, 2017.
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2017 | Journal Article | IST-REx-ID: 720   OA
J. Humplik and G. Tkacik, “Probabilistic models for neural populations that naturally capture global coupling and criticality,” PLoS Computational Biology, vol. 13, no. 9, 2017.
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2017 | Journal Article | IST-REx-ID: 548   OA
D. De Martino, “Maximum entropy modeling of metabolic networks by constraining growth-rate moments predicts coexistence of phenotypes,” Physical Review E, vol. 96, no. 6, 2017.
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2017 | Journal Article | IST-REx-ID: 947   OA
D. De Martino, F. Capuani, and A. De Martino, “Quantifying the entropic cost of cellular growth control,” Physical Review E Statistical Nonlinear and Soft Matter Physics , vol. 96, no. 1, 2017.
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2017 | Journal Article | IST-REx-ID: 959   OA
D. De Martino, “Scales and multimodal flux distributions in stationary metabolic network models via thermodynamics,” Physical Review E Statistical Nonlinear and Soft Matter Physics , vol. 95, no. 6, p. 062419, 2017.
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2017 | Journal Article | IST-REx-ID: 613   OA
R. P. Chait, J. Ruess, T. Bergmiller, G. Tkacik, and C. C. Guet, “Shaping bacterial population behavior through computer interfaced control of individual cells,” Nature Communications, vol. 8, no. 1, 2017.
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2017 | Conference Paper | IST-REx-ID: 652
R. Der and G. S. Martius, “Dynamical self consistency leads to behavioral development and emergent social interactions in robots,” presented at the ICDL EpiRob: International Conference on Development and Learning and Epigenetic Robotics , Cergy-Pontoise, France, 2017.
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2017 | Journal Article | IST-REx-ID: 823   OA
S. Colabrese, D. De Martino, L. Leuzzi, and E. Marinari, “Phase transitions in integer linear problems,” Journal of Statistical Mechanics: Theory and Experiment, vol. 2017, no. 9, 2017.
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2017 | Journal Article | IST-REx-ID: 993   OA
A. Levina (Martius) and V. Priesemann, “Subsampling scaling,” Nature Communications, vol. 8, 2017.
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2017 | Journal Article | IST-REx-ID: 943   OA
M. P. Zagórski et al., “Decoding of position in the developing neural tube from antiparallel morphogen gradients,” Science, vol. 356, no. 6345, pp. 1379–1383, 2017.
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2017 | Journal Article | IST-REx-ID: 955   OA
T. Friedlander, R. Prizak, N. H. Barton, and G. Tkacik, “Evolution of new regulatory functions on biophysically realistic fitness landscapes,” Nature Communications, vol. 8, no. 1, 2017.
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