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112 Publications

2018 | Journal Article | IST-REx-ID: 306   OA
De Martino, A., & De Martino, D. (2018). An introduction to the maximum entropy approach and its application to inference problems in biology. Heliyon, 4(4). https://doi.org/10.1016/j.heliyon.2018.e00596
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2018 | Journal Article | IST-REx-ID: 281
Granados, A., Pietsch, J., Cepeda Humerez, S. A., Farquhar, I., Tkacik, G., & Swain, P. (2018). Distributed and dynamic intracellular organization of extracellular information. PNAS, 115(23), 6088–6093. https://doi.org/10.1073/pnas.1716659115
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2018 | Research Data | IST-REx-ID: 5585
Igler, C., Lagator, M., Tkacik, G., Bollback, J. P., & Guet, C. C. (2018). Data for the paper Evolutionary potential of transcription factors for gene regulatory rewiring. IST Austria. https://doi.org/10.15479/AT:ISTA:108
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2018 | Journal Article | IST-REx-ID: 457
Pleska, M., Lang, M., Refardt, D., Levin, B., & Guet, C. C. (2018). Phage-host population dynamics promotes prophage acquisition in bacteria with innate immunity. Nature Ecology and Evolution, 2(2), 359–366. https://doi.org/10.1038/s41559-017-0424-z
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2018 | Journal Article | IST-REx-ID: 161   OA
De Martino, D., Mc, A. A., Bergmiller, T., Guet, C. C., & Tkacik, G. (2018). Statistical mechanics for metabolic networks during steady state growth. Nature Communications, 9(1), 2988. https://doi.org/10.1038/s41467-018-05417-9
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2017 | Journal Article | IST-REx-ID: 1104   OA
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. Nature Communications, 8(1). https://doi.org/10.1038/s41467-017-02159-y
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2017 | Research Data | IST-REx-ID: 5562   OA
Marre, O., Tkacik, G., Amodei, D., Schneidman, E., Bialek, W., & Berry, M. (2017). Multi-electrode array recording from salamander retinal ganglion cells. IST Austria. https://doi.org/10.15479/AT:ISTA:61
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2017 | Journal Article | IST-REx-ID: 720   OA
Humplik, J., & Tkacik, G. (2017). Probabilistic models for neural populations that naturally capture global coupling and criticality. PLoS Computational Biology, 13(9). https://doi.org/10.1371/journal.pcbi.1005763
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2017 | Journal Article | IST-REx-ID: 725   OA
Harpaz, R., Tkacik, G., & Schneidman, E. (2017). Discrete modes of social information processing predict individual behavior of fish in a group. PNAS, 114(38), 10149–10154. https://doi.org/10.1073/pnas.1703817114
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2017 | Journal Article | IST-REx-ID: 548   OA
De Martino, D. (2017). Maximum entropy modeling of metabolic networks by constraining growth-rate moments predicts coexistence of phenotypes. Physical Review E, 96(6). https://doi.org/10.1103/PhysRevE.96.060401
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2017 | Journal Article | IST-REx-ID: 613   OA
Chait, R. P., Ruess, J., Bergmiller, T., Tkacik, G., & Guet, C. C. (2017). Shaping bacterial population behavior through computer interfaced control of individual cells. Nature Communications, 8(1). https://doi.org/10.1038/s41467-017-01683-1
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2017 | Journal Article | IST-REx-ID: 947   OA
De Martino, D., Capuani, F., & De Martino, A. (2017). Quantifying the entropic cost of cellular growth control. Physical Review E Statistical Nonlinear and Soft Matter Physics , 96(1). https://doi.org/10.1103/PhysRevE.96.010401
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2017 | Journal Article | IST-REx-ID: 959   OA
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. https://doi.org/10.1103/PhysRevE.95.062419
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2017 | Conference Paper | IST-REx-ID: 652
Der, R., & Martius, G. S. (2017). 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: IEEE. https://doi.org/10.1109/DEVLRN.2016.7846789
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2017 | Journal Article | IST-REx-ID: 823   OA
Colabrese, S., De Martino, D., Leuzzi, L., & Marinari, E. (2017). Phase transitions in integer linear problems. Journal of Statistical Mechanics: Theory and Experiment, 2017(9). https://doi.org/10.1088/1742-5468/aa85c3
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2017 | Journal Article | IST-REx-ID: 943   OA
Zagórski, M. P., Tabata, Y., Brandenberg, N., Lutolf, M., Tkacik, G., Bollenbach, T., … Kicheva, A. (2017). Decoding of position in the developing neural tube from antiparallel morphogen gradients. Science, 356(6345), 1379–1383. https://doi.org/10.1126/science.aam5887
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2017 | Journal Article | IST-REx-ID: 993   OA
Levina (Martius), A., & Priesemann, V. (2017). Subsampling scaling. Nature Communications, 8. https://doi.org/10.1038/ncomms15140
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2017 | Journal Article | IST-REx-ID: 955   OA
Friedlander, T., Prizak, R., Barton, N. H., & Tkacik, G. (2017). Evolution of new regulatory functions on biophysically realistic fitness landscapes. Nature Communications, 8(1), 216. https://doi.org/10.1038/s41467-017-00238-8
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2017 | Journal Article | IST-REx-ID: 658   OA
Der, R., & Martius, G. S. (2017). Self organized behavior generation for musculoskeletal robots. Frontiers in Neurorobotics, 11(MAR). https://doi.org/10.3389/fnbot.2017.00008
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2017 | Journal Article | IST-REx-ID: 665
Bergmiller, T., Andersson, A. M., Tomasek, K., Balleza, E., Kiviet, D., Hauschild, R., … Guet, C. C. (2017). Biased partitioning of the multidrug efflux pump AcrAB TolC underlies long lived phenotypic heterogeneity. Science, 356(6335), 311–315. https://doi.org/10.1126/science.aaf4762
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2017 | Research Data | IST-REx-ID: 5560
Bergmiller, T., Andersson, A. M., Tomasek, K., Balleza, E., Kiviet, D., Hauschild, R., … Guet, C. C. (2017). Biased partitioning of the multi-drug efflux pump AcrAB-TolC underlies long-lived phenotypic heterogeneity. IST Austria. https://doi.org/doi:10.15479/AT:ISTA:53
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2017 | Journal Article | IST-REx-ID: 730
Savin, C., & Tkacik, G. (2017). Maximum entropy models as a tool for building precise neural controls. Current Opinion in Neurobiology, 46, 120–126. https://doi.org/10.1016/j.conb.2017.08.001
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2017 | Journal Article | IST-REx-ID: 735
Barone, V., Lang, M., Krens, G., Pradhan, S., Shamipour, S., Sako, K., … Heisenberg, C.-P. J. (2017). An effective feedback loop between cell-cell contact duration and morphogen signaling determines cell fate. Developmental Cell, 43(2), 198–211. https://doi.org/10.1016/j.devcel.2017.09.014
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2017 | Journal Article | IST-REx-ID: 2016   OA
Martin Del Campo Sanchez, A., Cepeda Humerez, S. A., & Uhler, C. (2017). Exact goodness-of-fit testing for the Ising model. Scandinavian Journal of Statistics, 44(2), 285–306. https://doi.org/10.1111/sjos.12251
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2017 | Journal Article | IST-REx-ID: 1007   OA
Lang, M., & Sontag, E. (2017). Zeros of nonlinear systems with input invariances. Automatica, 81C, 46–55. https://doi.org/10.1016/j.automatica.2017.03.030
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2017 | Journal Article | IST-REx-ID: 680   OA
Chalk, M. J., Masset, P., Gutkin, B., & Denève, S. (2017). Sensory noise predicts divisive reshaping of receptive fields. PLoS Computational Biology, 13(6). https://doi.org/10.1371/journal.pcbi.1005582
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2017 | Journal Article | IST-REx-ID: 666   OA
Mitosch, K., Rieckh, G., & Bollenbach, T. (2017). Noisy response to antibiotic stress predicts subsequent single cell survival in an acidic environment. Cell Systems, 4(4), 393–403. https://doi.org/10.1016/j.cels.2017.03.001
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2016 | Journal Article | IST-REx-ID: 1197   OA
Prentice, J., Marre, O., Ioffe, M., Loback, A., Tkacik, G., & Berry, M. (2016). Error-robust modes of the retinal population code. PLoS Computational Biology, 12(11). https://doi.org/10.1371/journal.pcbi.1005148
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2016 | Journal Article | IST-REx-ID: 1248   OA
Tkacik, G., & Bialek, W. (2016). Information processing in living systems. Annual Review of Condensed Matter Physics, 7, 89–117. https://doi.org/10.1146/annurev-conmatphys-031214-014803
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2016 | Conference Paper | IST-REx-ID: 1320
Lang, M., & Sontag, E. (2016). Scale-invariant systems realize nonlinear differential operators (Vol. 2016–July). Presented at the ACC: American Control Conference, Boston, MA, USA: IEEE. https://doi.org/10.1109/ACC.2016.7526722
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2016 | Journal Article | IST-REx-ID: 1332   OA
Chait, R. P., Palmer, A., Yelin, I., & Kishony, R. (2016). Pervasive selection for and against antibiotic resistance in inhomogeneous multistress environments. Nature Communications, 7. https://doi.org/10.1038/ncomms10333
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2016 | Journal Article | IST-REx-ID: 1394   OA
De Martino, D., Capuani, F., & De Martino, A. (2016). Growth against entropy in bacterial metabolism: the phenotypic trade-off behind empirical growth rate distributions in E. coli. Physical Biology, 13(3). https://doi.org/10.1088/1478-3975/13/3/036005
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2016 | Thesis | IST-REx-ID: 1128
Rieckh, G. (2016). Studying the complexities of transcriptional regulation. IST Austria.
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2016 | Conference Paper | IST-REx-ID: 1105
Savin, C., & Tkacik, G. (2016). Estimating nonlinear neural response functions using GP priors and Kronecker methods (Vol. 29, pp. 3610–3618). Presented at the NIPS: Neural Information Processing Systems, Barcelona; Spain: Neural Information Processing Systems.
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2016 | Journal Article | IST-REx-ID: 1244   OA
Recouvreux, P., Sokolowski, T. R., 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. https://doi.org/10.1073/pnas.1419248113
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2016 | Conference Paper | IST-REx-ID: 1220   OA
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 (pp. 1–19). Presented at the AIAA: Aviation Technology, Integration, and Operations Conference, Washington, D.C., USA: AIAA. https://doi.org/10.2514/6.2016-3764
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2016 | Journal Article | IST-REx-ID: 1270   OA
Hillenbrand, P., Gerland, U., & Tkacik, G. (2016). Beyond the French flag model: Exploiting spatial and gene regulatory interactions for positional information. PLoS One, 11(9). https://doi.org/10.1371/journal.pone.0163628
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2016 | Journal Article | IST-REx-ID: 1148
Schilling, C., Bogomolov, S., Henzinger, T. A., Podelski, A., & Ruess, J. (2016). Adaptive moment closure for parameter inference of biochemical reaction networks. Biosystems, 149, 15–25. https://doi.org/10.1016/j.biosystems.2016.07.005
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2016 | Conference Paper | IST-REx-ID: 1214
Martius, G. S., Hostettler, R., Knoll, A., & Der, R. (2016). Compliant control for soft robots: Emergent behavior of a tendon driven anthropomorphic arm (Vol. 2016–November). Presented at the IEEE RSJ International Conference on Intelligent Robots and Systems IROS , Daejeon, Korea: IEEE. https://doi.org/10.1109/IROS.2016.7759138
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2016 | Journal Article | IST-REx-ID: 1170
Lang, M., & Stelling, J. (2016). Modular parameter identification of biomolecular networks. SIAM Journal on Scientific Computing, 38(6), B988–B1008. https://doi.org/10.1137/15M103306X
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2016 | Journal Article | IST-REx-ID: 1290   OA
Stone, L., Baym, M., Lieberman, T., Chait, R. P., Clardy, J., & Kishony, R. (2016). Compounds that select against the tetracycline-resistance efflux pump. Nature Chemical Biology, 12(11), 902–904. https://doi.org/10.1038/nchembio.2176
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2016 | Journal Article | IST-REx-ID: 1485   OA
De Martino, D. (2016). Genome-scale estimate of the metabolic turnover of E. Coli from the energy balance analysis. Physical Biology, 13(1). https://doi.org/10.1088/1478-3975/13/1/016003
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2016 | Conference Paper | IST-REx-ID: 948
Monk, T., Savin, C., & Lücke, J. (2016). Neurons equipped with intrinsic plasticity learn stimulus intensity statistics (Vol. 29, pp. 4285–4293). Presented at the NIPS: Neural Information Processing Systems, Barcelona, Spaine: Neural Information Processing Systems.
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2016 | Journal Article | IST-REx-ID: 1358
Friedlander, T., Prizak, R., Guet, C. C., Barton, N. H., & Tkacik, G. (2016). Intrinsic limits to gene regulation by global crosstalk. Nature Communications, 7, 12307. https://doi.org/10.1038/ncomms12307
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2016 | Conference Paper | IST-REx-ID: 1082   OA
Chalk, M. J., Marre, O., & Tkacik, G. (2016). Relevant sparse codes with variational information bottleneck (Vol. 29, pp. 1965–1973). Presented at the NIPS: Neural Information Processing Systems, Barcelona, Spain: Neural Information Processing Systems.
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2016 | Journal Article | IST-REx-ID: 1171
Tkacik, G. (2016). Understanding regulatory networks requires more than computing a multitude of graph statistics: Comment on "Drivers of structural features in gene regulatory networks: From biophysical constraints to biological function" by O. C. Martin et al. Physics of Life Reviews, 17, 166–167. https://doi.org/10.1016/j.plrev.2016.06.005
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2016 | Journal Article | IST-REx-ID: 1188   OA
De Martino, D., & Masoero, D. (2016). Asymptotic analysis of noisy fitness maximization, applied to metabolism & growth. Journal of Statistical Mechanics: Theory and Experiment, 2016(12), 123502. https://doi.org/10.1088/1742-5468/aa4e8f
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2016 | Journal Article | IST-REx-ID: 1203   OA
Hu, F., Rishishwar, L., Sivadas, A., Mitchell, G., King, J., Murphy, T., … Wang, X. (2016). Comparative genomic analysis of Haemophilus haemolyticus and nontypeable Haemophilus influenzae and a new testing scheme for their discrimination. Journal of Clinical Microbiology, 54(12), 3010–3017. https://doi.org/10.1128/JCM.01511-16
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2016 | Journal Article | IST-REx-ID: 1260   OA
De Martino, D. (2016). The dual of the space of interactions in neural network models. International Journal of Modern Physics C, 27(6). https://doi.org/10.1142/S0129183116500674
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2016 | Journal Article | IST-REx-ID: 1342   OA
Baym, M., Lieberman, T., Kelsic, E., Chait, R. P., Gross, R., Yelin, I., & Kishony, R. (2016). Spatiotemporal microbial evolution on antibiotic landscapes. Science, 353(6304), 1147–1151. https://doi.org/10.1126/science.aag0822
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