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134 Publications

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). https://doi.org/10.1088/1742-5468/aa4e8f
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2016 | Journal Article | IST-REx-ID: 1197 | OA
Prentice, J., Marre, O., Ioffe, M., Loback, A., Tkačik, 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: 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 | 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 | 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: 1242 | OA
Sokolowski, T. R., Walczak, A., Bialek, W., & Tkacik, G. (2016). Extending the dynamic range of transcription factor action by translational regulation. Physical Review E Statistical Nonlinear and Soft Matter Physics, 93(2). https://doi.org/10.1103/PhysRevE.93.022404
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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 | 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 | 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), 1650067. https://doi.org/10.1142/S0129183116500674
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2016 | Journal Article | IST-REx-ID: 1266 | OA
Chalk, M. J., Gutkin, B., & Denève, S. (2016). Neural oscillations as a signature of efficient coding in the presence of synaptic delays. ELife, 5(2016JULY). https://doi.org/10.7554/eLife.13824
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2016 | Journal Article | IST-REx-ID: 1270 | OA
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). https://doi.org/10.1371/journal.pone.0163628
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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 | 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: 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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2016 | Journal Article | IST-REx-ID: 1358 | OA
Friedlander, T., Prizak, R., Guet, C. C., Barton, N. H., & Tkačik, G. (2016). Intrinsic limits to gene regulation by global crosstalk. Nature Communications, 7. https://doi.org/10.1038/ncomms12307
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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 | Journal Article | IST-REx-ID: 1420 | OA
Bod’ová, K., Tkacik, G., & Barton, N. H. (2016). A general approximation for the dynamics of quantitative traits. Genetics, 202(4), 1523–1548. https://doi.org/10.1534/genetics.115.184127
View | DOI | Download Preprint (ext.) | arXiv
 
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: 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 | 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: 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 | 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: 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 | Thesis | IST-REx-ID: 1128 | OA
Rieckh, G. (2016). Studying the complexities of transcriptional regulation. IST Austria.
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2015 | Journal Article | IST-REx-ID: 1564 | OA
Gilson, M., Savin, C., & Zenke, F. (2015). Editorial: Emergent neural computation from the interaction of different forms of plasticity. Frontiers in Computational Neuroscience, 9(11). https://doi.org/10.3389/fncom.2015.00145
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2015 | Journal Article | IST-REx-ID: 1570 | OA
Der, R., & Martius, G. S. (2015). Novel plasticity rule can explain the development of sensorimotor intelligence. PNAS, 112(45), E6224–E6232. https://doi.org/10.1073/pnas.1508400112
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2015 | Journal Article | IST-REx-ID: 1576 | OA
Cepeda Humerez, S. A., Rieckh, G., & Tkacik, G. (2015). Stochastic proofreading mechanism alleviates crosstalk in transcriptional regulation. Physical Review Letters, 115(24). https://doi.org/10.1103/PhysRevLett.115.248101
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2015 | Journal Article | IST-REx-ID: 1655 | OA
Martius, G. S., & Olbrich, E. (2015). Quantifying emergent behavior of autonomous robots. Entropy, 17(10), 7266–7297. https://doi.org/10.3390/e17107266
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2015 | Conference Paper | IST-REx-ID: 1658
Bogomolov, S., Henzinger, T. A., Podelski, A., Ruess, J., & Schilling, C. (2015). Adaptive moment closure for parameter inference of biochemical reaction networks. Presented at the CMSB: Computational Methods in Systems Biology, Nantes, France: Springer. https://doi.org/10.1007/978-3-319-23401-4_8
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2015 | Journal Article | IST-REx-ID: 1666 | OA
Tugrul, M., Paixao, T., Barton, N. H., & Tkačik, G. (2015). Dynamics of transcription factor binding site evolution. PLoS Genetics, 11(11). https://doi.org/10.1371/journal.pgen.1005639
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2015 | Journal Article | IST-REx-ID: 1697 | OA
Marre, O., Botella Soler, V., Simmons, K., Mora, T., Tkačik, G., & Berry, M. (2015). High accuracy decoding of dynamical motion from a large retinal population. PLoS Computational Biology, 11(7). https://doi.org/10.1371/journal.pcbi.1004304
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2015 | Journal Article | IST-REx-ID: 1701 | OA
Tkacik, G., Mora, T., Marre, O., Amodei, D., Palmer, S., Berry Ii, M., & Bialek, W. (2015). Thermodynamics and signatures of criticality in a network of neurons. PNAS, 112(37), 11508–11513. https://doi.org/10.1073/pnas.1514188112
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2015 | Journal Article | IST-REx-ID: 1827 | OA
Friedlander, T., Mayo, A., Tlusty, T., & Alon, U. (2015). Evolution of bow-tie architectures in biology. PLoS Computational Biology, 11(3). https://doi.org/10.1371/journal.pcbi.1004055
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2015 | Journal Article | IST-REx-ID: 1861
Ruess, J., & Lygeros, J. (2015). Moment-based methods for parameter inference and experiment design for stochastic biochemical reaction networks. ACM Transactions on Modeling and Computer Simulation, 25(2). https://doi.org/10.1145/2688906
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2015 | Journal Article | IST-REx-ID: 1885 | OA
Tkacik, G., Dubuis, J., Petkova, M., & Gregor, T. (2015). Positional information, positional error, and readout precision in morphogenesis: A mathematical framework. Genetics, 199(1), 39–59. https://doi.org/10.1534/genetics.114.171850
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2015 | Journal Article | IST-REx-ID: 1940 | OA
Sokolowski, T. R., & Tkacik, G. (2015). Optimizing information flow in small genetic networks. IV. Spatial coupling. Physical Review E Statistical Nonlinear and Soft Matter Physics, 91(6). https://doi.org/10.1103/PhysRevE.91.062710
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2015 | Journal Article | IST-REx-ID: 1538 | OA
Ruess, J., Parise, F., Milias Argeitis, A., Khammash, M., & Lygeros, J. (2015). Iterative experiment design guides the characterization of a light-inducible gene expression circuit. PNAS, 112(26), 8148–8153. https://doi.org/10.1073/pnas.1423947112
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2015 | Journal Article | IST-REx-ID: 1539 | OA
Ruess, J. (2015). Minimal moment equations for stochastic models of biochemical reaction networks with partially finite state space. Journal of Chemical Physics, 143(24). https://doi.org/10.1063/1.4937937
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2014 | Journal Article | IST-REx-ID: 2231 | OA
Rieckh, G., & Tkacik, G. (2014). Noise and information transmission in promoters with multiple internal states. Biophysical Journal, 106(5), 1194–1204. https://doi.org/10.1016/j.bpj.2014.01.014
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2014 | Journal Article | IST-REx-ID: 2257 | OA
Tkačik, G., Marre, O., Amodei, D., Schneidman, E., Bialek, W., & Berry, M. (2014). Searching for collective behavior in a large network of sensory neurons. PLoS Computational Biology, 10(1). https://doi.org/10.1371/journal.pcbi.1003408
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2014 | Journal Article | IST-REx-ID: 537 | OA
Prizak, R., Ezard, T., & Hoyle, R. (2014). Fitness consequences of maternal and grandmaternal effects. Ecology and Evolution, 4(15), 3139–3145. https://doi.org/10.1002/ece3.1150
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2014 | Conference Paper | IST-REx-ID: 1708
Savin, C., & Denève, S. (2014). Spatio-temporal representations of uncertainty in spiking neural networks (Vol. 3, pp. 2024–2032). Presented at the NIPS: Neural Information Processing Systems, Montreal, Canada: Neural Information Processing Systems.
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2014 | Journal Article | IST-REx-ID: 1886 | OA
Hermundstad, A., Briguglio, J., Conte, M., Victor, J., Balasubramanian, V., & Tkačik, G. (2014). Variance predicts salience in central sensory processing. ELife, (November). https://doi.org/10.7554/eLife.03722
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2014 | Journal Article | IST-REx-ID: 1896 | OA
Kollár, R., Bod’ová, K., Nosek, J., & Tomáška, Ľ. (2014). Mathematical model of alternative mechanism of telomere length maintenance. Physical Review E Statistical Nonlinear and Soft Matter Physics, 89(3). https://doi.org/10.1103/PhysRevE.89.032701
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2014 | Journal Article | IST-REx-ID: 1909 | OA
Ezard, T., Prizak, R., & Hoyle, R. (2014). The fitness costs of adaptation via phenotypic plasticity and maternal effects. Functional Ecology, 28(3), 693–701. https://doi.org/10.1111/1365-2435.12207
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2014 | Journal Article | IST-REx-ID: 1928
Humplik, J., Hill, A., & Nowak, M. (2014). Evolutionary dynamics of infectious diseases in finite populations. Journal of Theoretical Biology, 360, 149–162. https://doi.org/10.1016/j.jtbi.2014.06.039
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2014 | Journal Article | IST-REx-ID: 1931 | OA
Savin, C., & Triesch, J. (2014). Emergence of task-dependent representations in working memory circuits. Frontiers in Computational Neuroscience, 8(MAY). https://doi.org/10.3389/fncom.2014.00057
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2014 | Journal Article | IST-REx-ID: 3263 | OA
Tkačik, G., Ghosh, A., Schneidman, E., & Segev, R. (2014). Adaptation to changes in higher-order stimulus statistics in the salamander retina. PLoS One, 9(1). https://doi.org/10.1371/journal.pone.0085841
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2013 | Journal Article | IST-REx-ID: 2277 | OA
Simmons, K., Prentice, J., Tkačik, G., Homann, J., Yee, H., Palmer, S., … Balasubramanian, V. (2013). Transformation of stimulus correlations by the retina. PLoS Computational Biology, 9(12). https://doi.org/10.1371/journal.pcbi.1003344
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