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114 Publications

2018 | Journal Article | IST-REx-ID: 292
Botella Soler V, Deny S, Martius GS, Marre O, Tkacik G. 2018. Nonlinear decoding of a complex movie from the mammalian retina. PLoS Computational Biology. 14(5), e1006057.
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2018 | Research Data | IST-REx-ID: 5584   OA
Deny S, Marre O, Botella-Soler V, Martius GS, Tkacik G. 2018. Nonlinear decoding of a complex movie from the mammalian retina, IST Austria,p.
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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).
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2018 | Journal Article | IST-REx-ID: 457
Pleska M, Lang M, Refardt D, Levin B, Guet CC. 2018. Phage-host population dynamics promotes prophage acquisition in bacteria with innate immunity. Nature Ecology and Evolution. 2(2), 359–366.
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2018 | Journal Article | IST-REx-ID: 161
De Martino D, Mc AA, Bergmiller T, Guet CC, Tkacik G. 2018. Statistical mechanics for metabolic networks during steady state growth. Nature Communications. 9(1), 2988.
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2018 | Journal Article | IST-REx-ID: 281
Granados A, Pietsch J, Cepeda Humerez SA, Farquhar I, Tkacik G, Swain P. 2018. Distributed and dynamic intracellular organization of extracellular information. PNAS. 115(23), 6088–6093.
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2018 | Research Data | IST-REx-ID: 5585
Igler C, Lagator M, Tkacik G, Bollback JP, Guet CC. 2018. Data for the paper Evolutionary potential of transcription factors for gene regulatory rewiring, IST Austria,p.
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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,p.
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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).
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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.
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2017 | Journal Article | IST-REx-ID: 1104   OA
Deny S, Ferrari U, Mace E, Yger P, Caplette R, Picaud S, Tkacik G, Marre O. 2017. Multiplexed computations in retinal ganglion cells of a single type. Nature Communications. 8(1), 1964.
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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).
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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: 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: 658   OA
Der R, Martius GS. 2017. Self organized behavior generation for musculoskeletal robots. Frontiers in Neurorobotics. 11(MAR), 00008.
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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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