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112 Publications

2017 | Journal Article | IST-REx-ID: 613   OA
Chait RP, Ruess J, Bergmiller T, Tkacik G, Guet CC. 2017. Shaping bacterial population behavior through computer interfaced control of individual cells. Nature Communications. 8(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).
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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.
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2017 | Conference Paper | IST-REx-ID: 652
Der R, Martius GS. 2017. Dynamical self consistency leads to behavioral development and emergent social interactions in robots. ICDL EpiRob: International Conference on Development and Learning and Epigenetic Robotics
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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).
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2017 | Journal Article | IST-REx-ID: 943   OA
Zagórski MP, Tabata Y, Brandenberg N, Lutolf M, Tkacik G, Bollenbach T, Briscoe J, Kicheva A. 2017. Decoding of position in the developing neural tube from antiparallel morphogen gradients. Science. 356(6345), 1379–1383.
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2017 | Journal Article | IST-REx-ID: 955   OA
Friedlander T, Prizak R, Barton NH, Tkacik G. 2017. Evolution of new regulatory functions on biophysically realistic fitness landscapes. Nature Communications. 8(1), 216.
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2017 | Journal Article | IST-REx-ID: 993   OA
Levina (Martius) A, Priesemann V. 2017. Subsampling scaling. Nature Communications. 8.
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2017 | Journal Article | IST-REx-ID: 658   OA
Der R, Martius GS. 2017. Self organized behavior generation for musculoskeletal robots. Frontiers in Neurorobotics. 11(MAR).
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2017 | Journal Article | IST-REx-ID: 2016
Martin Del Campo Sanchez A, Cepeda Humerez SA, Uhler C. 2017. Exact goodness-of-fit testing for the Ising model. Scandinavian Journal of Statistics. 44(2), 285–306.
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2017 | Research Data | IST-REx-ID: 5560
Bergmiller T, Andersson AM, Tomasek K, Balleza E, Kiviet D, Hauschild R, Tkacik G, Guet CC. 2017. Biased partitioning of the multi-drug efflux pump AcrAB-TolC underlies long-lived phenotypic heterogeneity, IST Austria,p.
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2017 | Journal Article | IST-REx-ID: 665
Bergmiller T, Andersson AM, Tomasek K, Balleza E, Kiviet D, Hauschild R, Tkacik G, Guet CC. 2017. Biased partitioning of the multidrug efflux pump AcrAB TolC underlies long lived phenotypic heterogeneity. Science. 356(6335), 311–315.
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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.
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2017 | Journal Article | IST-REx-ID: 735
Barone V, Lang M, Krens G, Pradhan S, Shamipour S, Sako K, Sikora MK, Guet CC, Heisenberg C-PJ. 2017. An effective feedback loop between cell-cell contact duration and morphogen signaling determines cell fate. Developmental Cell. 43(2), 198–211.
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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.
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2017 | Journal Article | IST-REx-ID: 680   OA
Chalk MJ, Masset P, Gutkin B, Denève S. 2017. Sensory noise predicts divisive reshaping of receptive fields. PLoS Computational Biology. 13(6).
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2017 | Journal Article | IST-REx-ID: 666
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.
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2016 | Thesis | IST-REx-ID: 1128
Rieckh G. 2016. Studying the complexities of transcriptional regulation, IST Austria, 114p.
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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).
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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.
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2016 | Journal Article | IST-REx-ID: 1332   OA
Chait RP, Palmer A, Yelin I, Kishony R. 2016. Pervasive selection for and against antibiotic resistance in inhomogeneous multistress environments. Nature Communications. 7.
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2016 | Conference Paper | IST-REx-ID: 1320
Lang M, Sontag E. 2016. Scale-invariant systems realize nonlinear differential operators. ACC: American Control Conference vol. 2016–July.
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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).
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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. NIPS: Neural Information Processing Systems, Advances in Neural Information Processing Systems, vol. 29. 3610–3618.
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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. AIAA: Aviation Technology, Integration, and Operations Conference 1–19.
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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).
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2016 | Journal Article | IST-REx-ID: 1244   OA
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.
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2016 | Journal Article | IST-REx-ID: 1148
Schilling C, Bogomolov S, Henzinger TA, Podelski A, Ruess J. 2016. Adaptive moment closure for parameter inference of biochemical reaction networks. Biosystems. 149, 15–25.
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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.
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2016 | Conference Paper | IST-REx-ID: 1214
Martius GS, Hostettler R, Knoll A, Der R. 2016. Compliant control for soft robots: Emergent behavior of a tendon driven anthropomorphic arm. IEEE RSJ International Conference on Intelligent Robots and Systems IROS vol. 2016–November.
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2016 | Journal Article | IST-REx-ID: 1290   OA
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.
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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).
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2016 | Journal Article | IST-REx-ID: 1358
Friedlander T, Prizak R, Guet CC, Barton NH, Tkacik G. 2016. Intrinsic limits to gene regulation by global crosstalk. Nature Communications. 7, 12307.
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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. NIPS: Neural Information Processing Systems, Advances in Neural Information Processing Systems, vol. 29. 4285–4293.
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2016 | Conference Paper | IST-REx-ID: 1082   OA
Chalk MJ, Marre O, Tkacik G. 2016. Relevant sparse codes with variational information bottleneck. NIPS: Neural Information Processing Systems, Advances in Neural Information Processing Systems, vol. 29. 1965–1973.
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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.
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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.
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2016 | Journal Article | IST-REx-ID: 1203   OA
Hu F, Rishishwar L, Sivadas A, Mitchell G, King J, Murphy T, Gilsdorf J, Mayer L, 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.
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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).
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2016 | Journal Article | IST-REx-ID: 1342   OA
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.
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2016 | Journal Article | IST-REx-ID: 1266   OA
Chalk MJ, Gutkin B, Denève S. 2016. Neural oscillations as a signature of efficient coding in the presence of synaptic delays. eLife. 5(2016JULY).
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2016 | Journal Article | IST-REx-ID: 1242   OA
Sokolowski TR, 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).
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2016 | Journal Article | IST-REx-ID: 1420   OA
Bod’ová K, Tkacik G, Barton NH. 2016. A general approximation for the dynamics of quantitative traits. Genetics. 202(4), 1523–1548.
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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).
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2015 | Journal Article | IST-REx-ID: 1666   OA
Tugrul M, Paixao T, Barton NH, Tkacik G. 2015. Dynamics of transcription factor binding site evolution. PLoS Genetics. 11(11).
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2015 | Journal Article | IST-REx-ID: 1697   OA
Marre O, Botella Soler V, Simmons K, Mora T, Tkacik G, Berry M. 2015. High accuracy decoding of dynamical motion from a large retinal population. PLoS Computational Biology. 11(7).
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2015 | Journal Article | IST-REx-ID: 1940   OA
Sokolowski TR, Tkacik G. 2015. Optimizing information flow in small genetic networks. IV. Spatial coupling. Physical Review E Statistical Nonlinear and Soft Matter Physics. 91(6).
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2015 | Journal Article | IST-REx-ID: 1655   OA
Martius GS, Olbrich E. 2015. Quantifying emergent behavior of autonomous robots. Entropy. 17(10), 7266–7297.
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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.
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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).
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2015 | Journal Article | IST-REx-ID: 1570   OA
Der R, Martius GS. 2015. Novel plasticity rule can explain the development of sensorimotor intelligence. PNAS. 112(45), E6224–E6232.
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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).
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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.
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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).
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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.
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2015 | Conference Paper | IST-REx-ID: 1658
Bogomolov S, Henzinger TA, Podelski A, Ruess J, Schilling C. 2015. Adaptive moment closure for parameter inference of biochemical reaction networks. 9308, 77–89.
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2015 | Journal Article | IST-REx-ID: 1576
Cepeda Humerez SA, Rieckh G, Tkacik G. 2015. Stochastic proofreading mechanism alleviates crosstalk in transcriptional regulation. Physical Review Letters. 115(24).
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2014 | Journal Article | IST-REx-ID: 3263   OA
Tkacik G, Ghosh A, Schneidman E, Segev R. 2014. Adaptation to changes in higher-order stimulus statistics in the salamander retina. PLoS One. 9(1).
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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).
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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.
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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.
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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.
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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.
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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. NIPS: Neural Information Processing Systems vol. 3. 2024–2032.
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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).
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2014 | Journal Article | IST-REx-ID: 1886   OA
Hermundstad A, Briguglio J, Conte M, Victor J, Balasubramanian V, Tkacik G. 2014. Variance predicts salience in central sensory processing. eLife. (November).
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2014 | Journal Article | IST-REx-ID: 2257
Tkacik 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).
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2013 | Journal Article | IST-REx-ID: 2277   OA
Simmons K, Prentice J, Tkacik G, Homann J, Yee H, Palmer S, Nelson P, Balasubramanian V. 2013. Transformation of stimulus correlations by the retina. PLoS Computational Biology. 9(12), e1003344.
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2013 | Journal Article | IST-REx-ID: 2861
Botella Soler V, Oteo J, Ros J, Glendinning P. 2013. Lyapunov exponent and topological entropy plateaus in piecewise linear maps. Journal of Physics A: Mathematical and Theoretical. 46(12), 125101.
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2013 | Book Chapter | IST-REx-ID: 2413
Valderrama M, Botella Soler V, Le Van Quyen M. 2013. Neuronal oscillations scale up and scale down the brain dynamics . Multiscale Analysis and Nonlinear Dynamics: From Genes to the Brain. , Reviews of Nonlinear Dynamics and Complexity,
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2013 | Journal Article | IST-REx-ID: 2913   OA
Tkacik G, Granot Atedgi E, Segev R, Schneidman E. 2013. Retinal metric: a stimulus distance measure derived from population neural responses. Physical Review Letters. 110(5).
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2013 | Journal Article | IST-REx-ID: 2850   OA
Tkacik G, Marre O, Mora T, Amodei D, Berry M, Bialek W. 2013. The simplest maximum entropy model for collective behavior in a neural network. Journal of Statistical Mechanics Theory and Experiment. 2013(3).
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2013 | Journal Article | IST-REx-ID: 2863   OA
Granot Atedgi E, Tkacik G, Segev R, Schneidman E. 2013. Stimulus-dependent maximum entropy models of neural population codes. PLoS Computational Biology. 9(3).
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2013 | Journal Article | IST-REx-ID: 2914   OA
Stephens G, Mora T, Tkacik G, Bialek W. 2013. Statistical thermodynamics of natural images. Physical Review Letters. 110(1), 018701.
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2013 | Journal Article | IST-REx-ID: 2851
Berry M, Tkacik G, Dubuis J, Marre O, Da Silveira R. 2013. A simple method for estimating the entropy of neural activity. Journal of Statistical Mechanics Theory and Experiment. 2013(3).
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2013 | Journal Article | IST-REx-ID: 2818   OA
Rajan K, Marre O, Tkacik G. 2013. Learning quadratic receptive fields from neural responses to natural stimuli. Neural Computation. 25(7), 1661–1692.
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2013 | Journal Article | IST-REx-ID: 3261   OA
Dubuis J, Tkacik G, Wieschaus E, Gregor T, Bialek W. 2013. Positional information, in bits. PNAS. 110(41), 16301–16308.
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2013 | Journal Article | IST-REx-ID: 499
Wakamoto Y, Dhar N, Chait RP, Schneider K, Signorino Gelo F, Leibler S, Mckinney J. 2013. Dynamic persistence of antibiotic-stressed mycobacteria. Science. 339(6115), 91–95.
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2012 | Journal Article | IST-REx-ID: 3262   OA
Tkacik G, Walczak A, Bialek W. 2012. Optimizing information flow in small genetic networks. III. A self-interacting gene. Physical Review E statistical nonlinear and soft matter physics . 85(4).
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2012 | Journal Article | IST-REx-ID: 3274
Rieckh G, Kreuzer W, Waubke H, Balazs P. 2012. A 2.5D-Fourier-BEM model for vibrations in a tunnel running through layered anisotropic soil. Engineering Analysis with Boundary Elements. 36(6), 960–967.
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2011 | Journal Article | IST-REx-ID: 3384   OA
Tkacik G, Garrigan P, Ratliff C, Milcinski G, Klein J, Seyfarth L, Sterling P, Brainard D, Balasubramanian V. 2011. Natural images from the birthplace of the human eye. PLoS One. 6(6).
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2011 | Journal Article | IST-REx-ID: 3374   OA
Tkacik G, Walczak A. 2011. Information transmission in genetic regulatory networks a review. Journal of Physics: Condensed Matter. 23(15).
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