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130 Publications

2020 | Journal Article | IST-REx-ID: 7652
Tomanek I, Grah R, Lagator M, et al. Gene amplification as a form of population-level gene expression regulation. Nature Ecology & Evolution. 2020;4(4):612-625. doi:10.1038/s41559-020-1132-7
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2020 | Research Data | IST-REx-ID: 8097   OA
Kavcic B. Analysis Scripts and Research Data for the Paper “Mechanisms of Drug Interactions between Translation-Inhibiting Antibiotics.” IST Austria; 2020. doi:10.15479/AT:ISTA:8097
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2020 | Preprint | IST-REx-ID: 7463   OA
Lombardi F, Shriki O, Herrmann HJ, de Arcangelis L. Long-range temporal correlations in the broadband resting state activity of the human brain revealed by neuronal avalanches. bioRxiv. 2020.
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2020 | Journal Article | IST-REx-ID: 7569   OA
Grah R, Friedlander T. The relation between crosstalk and gene regulation form revisited. PLOS Computational Biology. 2020;16(2):e1007642. doi:10.1371/journal.pcbi.1007642
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2020 | Journal Article | IST-REx-ID: 7490   OA
Narasimhan M, Johnson AJ, Prizak R, et al. Evolutionarily unique mechanistic framework of clathrin-mediated endocytosis in plants. eLife. 2020;9:e52067. doi:10.7554/eLife.52067
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2020 | Preprint | IST-REx-ID: 7553   OA
Mlynarski WF, Hledik M, Sokolowski TR, Tkačik G. Statistical analysis and optimality of biological systems. bioRxiv.
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2020 | Preprint | IST-REx-ID: 7673   OA
Kavcic B, Tkačik G, Bollenbach T. A minimal biophysical model of combined antibiotic action. bioRxiv. 2020.
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2020 | Research Data | IST-REx-ID: 7383
Grah R. Matlab Scripts for the Paper: Gene Amplification as a Form of Population-Level Gene Expression Regulation. IST Austria; 2020. doi:10.15479/AT:ISTA:7383
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2020 | Journal Article | IST-REx-ID: 7656   OA
Berry MJ, Tkačik G. Clustering of neural activity: A design principle for population codes. Frontiers in Computational Neuroscience. 2020;14:20. doi:10.3389/fncom.2020.00020
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2020 | Preprint | IST-REx-ID: 7675   OA
Grah R, Zoller B, Tkačik G. Normative models of enhancer function. bioRxiv. 2020.
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2020 | Journal Article | IST-REx-ID: 8084   OA
Lombardi F, Gómez-Extremera M, Bernaola-Galván P, 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. Journal of Neuroscience. 2020;40(1):171-190. doi:10.1523/jneurosci.1278-19.2019
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2019 | Journal Article | IST-REx-ID: 6046   OA
Mitosch K, Rieckh G, Bollenbach MT. Temporal order and precision of complex stress responses in individual bacteria. Molecular systems biology. 2019;15(2). doi:10.15252/msb.20188470
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2019 | Journal Article | IST-REx-ID: 7103   OA
Wang JWJL, Lombardi F, Zhang X, Anaclet C, Ivanov PC. Non-equilibrium critical dynamics of bursts in θ and δ rhythms as fundamental characteristic of sleep and wake micro-architecture. PLOS Computational Biology. 2019;15(11). doi:10.1371/journal.pcbi.1007268
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2019 | Preprint | IST-REx-ID: 7083   OA
Kavcic B, Tkačik G, Bollenbach T. Mechanistic origin of drug interactions between translation-inhibiting antibiotics. bioRxiv.
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2019 | Preprint | IST-REx-ID: 7552   OA
Bialek W, Gregor T, Tkačik G. Action at a distance in transcriptional regulation. arXiv:191208579.
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2019 | Journal Article | IST-REx-ID: 5817
Kavcic B, Sakashita A, Noguchi H, Ziherl P. Limiting shapes of confined lipid vesicles. Soft Matter. 2019;15(4):602-614. doi:10.1039/c8sm01956h
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2019 | Thesis | IST-REx-ID: 6473
Cepeda Humerez SA. Estimating Information Flow in Single Cells. IST Austria; 2019. doi:10.15479/AT:ISTA:6473
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2019 | Journal Article | IST-REx-ID: 6049   OA
De Martino D. Feedback-induced self-oscillations in large interacting systems subjected to phase transitions. Journal of Physics A: Mathematical and Theoretical. 2019;52(4). doi:10.1088/1751-8121/aaf2dd
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2019 | Journal Article | IST-REx-ID: 6784   OA
Ruess J, Pleska M, Guet CC, Tkačik G. Molecular noise of innate immunity shapes bacteria-phage ecologies. PLoS Computational Biology. 2019;15(7). doi:10.1371/journal.pcbi.1007168
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2019 | Journal Article | IST-REx-ID: 5945
Petkova MD, Tkacik G, Bialek W, Wieschaus EF, Gregor T. Optimal decoding of cellular identities in a genetic network. Cell. 2019;176(4):844-855.e15. doi:10.1016/j.cell.2019.01.007
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2019 | Journal Article | IST-REx-ID: 7422   OA
Sokolowski TR, Paijmans J, Bossen L, et al. eGFRD in all dimensions. The Journal of Chemical Physics. 2019;150(5):054108. doi:10.1063/1.5064867
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2019 | Journal Article | IST-REx-ID: 6900   OA
Cepeda Humerez SA, Ruess J, Tkačik G. Estimating information in time-varying signals. PLoS computational biology. 2019;15(9):e1007290. doi:10.1371/journal.pcbi.1007290
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2019 | Journal Article | IST-REx-ID: 6090   OA
Carballo-Pacheco M, Desponds J, Gavrilchenko T, et al. Receptor crosstalk improves concentration sensing of multiple ligands. Physical Review E. 2019;99(2). doi:10.1103/PhysRevE.99.022423
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2019 | Thesis | IST-REx-ID: 6071
Prizak R. Coevolution of Transcription Factors and Their Binding Sites in Sequence Space. IST Austria; 2019. doi:10.15479/at:ista:th6071
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2019 | Conference Paper | IST-REx-ID: 7606   OA
Hledik M, Sokolowski TR, Tkačik G. A tight upper bound on mutual information. In: IEEE Information Theory Workshop, ITW 2019. IEEE; 2019:8989292. doi:10.1109/ITW44776.2019.8989292
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2018 | Journal Article | IST-REx-ID: 543   OA
Chalk MJ, Marre O, Tkacik G. Toward a unified theory of efficient, predictive, and sparse coding. PNAS. 2018;115(1):186-191. doi:10.1073/pnas.1711114115
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2018 | Research Data | IST-REx-ID: 5587   OA
De Martino D, Tkacik G. Supporting Materials “STATISTICAL MECHANICS FOR METABOLIC NETWORKS IN STEADY-STATE GROWTH.” IST Austria; 2018. doi:10.15479/AT:ISTA:62
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2018 | Journal Article | IST-REx-ID: 31   OA
Ferrari U, Deny S, Chalk MJ, Tkacik G, Marre O, Mora T. Separating intrinsic interactions from extrinsic correlations in a network of sensory neurons. Physical Review E. 2018;98(4):042410. doi:10.1103/PhysRevE.98.042410
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2018 | Journal Article | IST-REx-ID: 67   OA
Igler C, Lagator M, Tkacik G, Bollback JP, Guet CC. Evolutionary potential of transcription factors for gene regulatory rewiring. Nature Ecology and Evolution. 2018;2(10):1633-1643. doi:10.1038/s41559-018-0651-y
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2018 | Journal Article | IST-REx-ID: 607   OA
Bodova K, Haskovec J, Markowich P. Well posedness and maximum entropy approximation for the dynamics of quantitative traits. Physica D: Nonlinear Phenomena. 2018;376-377:108-120. doi:10.1016/j.physd.2017.10.015
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2018 | Journal Article | IST-REx-ID: 316   OA
Bodova K, Priklopil T, Field D, Barton NH, Pickup M. Evolutionary pathways for the generation of new self-incompatibility haplotypes in a non-self recognition system. Genetics. 2018;209(3):861-883. doi:10.1534/genetics.118.300748
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2018 | Journal Article | IST-REx-ID: 19   OA
Palmer A, Chait RP, Kishony R. Nonoptimal gene expression creates latent potential for antibiotic resistance. Molecular Biology and Evolution. 2018;35(11):2669-2684. doi:10.1093/molbev/msy163
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2018 | Preprint | IST-REx-ID: 196   OA
Lang M, Shkolnikov M. Harmonic dynamics of the Abelian sandpile. ArXiv. 2018.
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2018 | Journal Article | IST-REx-ID: 305
Misun P, Birchler A, Lang M, Hierlemann A, Frey O. Fabrication and operation of microfluidic hanging drop networks. Methods in Molecular Biology. 2018;1771:183-202. doi:10.1007/978-1-4939-7792-5_15
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2018 | Journal Article | IST-REx-ID: 406   OA
Bod’Ová K, Mitchell G, Harpaz R, Schneidman E, Tkacik G. Probabilistic models of individual and collective animal behavior. PLoS One. 2018;13(3). doi:10.1371/journal.pone.0193049
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2018 | Journal Article | IST-REx-ID: 292   OA
Botella Soler V, Deny S, Martius GS, Marre O, Tkacik G. Nonlinear decoding of a complex movie from the mammalian retina. PLoS Computational Biology. 2018;14(5):e1006057. doi:10.1371/journal.pcbi.1006057
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2018 | Research Data | IST-REx-ID: 5584
Deny S, Marre O, Botella-Soler V, Martius GS, Tkacik G. Nonlinear Decoding of a Complex Movie from the Mammalian Retina. IST Austria; 2018. doi:10.15479/AT:ISTA:98
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2018 | Journal Article | IST-REx-ID: 306   OA
De Martino A, De Martino D. An introduction to the maximum entropy approach and its application to inference problems in biology. Heliyon. 2018;4(4). doi:10.1016/j.heliyon.2018.e00596
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2018 | Journal Article | IST-REx-ID: 457
Pleska M, Lang M, Refardt D, Levin B, Guet CC. Phage-host population dynamics promotes prophage acquisition in bacteria with innate immunity. Nature Ecology and Evolution. 2018;2(2):359-366. doi:10.1038/s41559-017-0424-z
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2018 | Journal Article | IST-REx-ID: 281   OA
Granados A, Pietsch J, Cepeda Humerez SA, Farquhar I, Tkacik G, Swain P. Distributed and dynamic intracellular organization of extracellular information. PNAS. 2018;115(23):6088-6093. doi:10.1073/pnas.1716659115
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2018 | Journal Article | IST-REx-ID: 161
De Martino D, Mc AA, Bergmiller T, Guet CC, Tkacik G. Statistical mechanics for metabolic networks during steady state growth. Nature Communications. 2018;9(1). doi:10.1038/s41467-018-05417-9
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2018 | Research Data | IST-REx-ID: 5585
Igler C, Lagator M, Tkacik G, Bollback JP, Guet CC. Data for the Paper Evolutionary Potential of Transcription Factors for Gene Regulatory Rewiring. IST Austria; 2018. doi:10.15479/AT:ISTA:108
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2017 | Research Data | IST-REx-ID: 5562   OA
Marre O, Tkacik G, Amodei D, Schneidman E, Bialek W, Berry M. Multi-Electrode Array Recording from Salamander Retinal Ganglion Cells. IST Austria; 2017. doi:10.15479/AT:ISTA:61
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2017 | Journal Article | IST-REx-ID: 725   OA
Harpaz R, Tkacik G, Schneidman E. Discrete modes of social information processing predict individual behavior of fish in a group. PNAS. 2017;114(38):10149-10154. doi:10.1073/pnas.1703817114
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2017 | Journal Article | IST-REx-ID: 1104   OA
Deny S, Ferrari U, Mace E, et al. Multiplexed computations in retinal ganglion cells of a single type. Nature Communications. 2017;8(1). doi:10.1038/s41467-017-02159-y
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2017 | Journal Article | IST-REx-ID: 720   OA
Humplik J, Tkacik G. Probabilistic models for neural populations that naturally capture global coupling and criticality. PLoS Computational Biology. 2017;13(9). doi:10.1371/journal.pcbi.1005763
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2017 | Journal Article | IST-REx-ID: 548   OA
De Martino D. Maximum entropy modeling of metabolic networks by constraining growth-rate moments predicts coexistence of phenotypes. Physical Review E. 2017;96(6). doi:10.1103/PhysRevE.96.060401
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2017 | Journal Article | IST-REx-ID: 947   OA
De Martino D, Capuani F, De Martino A. Quantifying the entropic cost of cellular growth control. Physical Review E Statistical Nonlinear and Soft Matter Physics . 2017;96(1). doi:10.1103/PhysRevE.96.010401
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2017 | Journal Article | IST-REx-ID: 959   OA
De Martino D. Scales and multimodal flux distributions in stationary metabolic network models via thermodynamics. Physical Review E Statistical Nonlinear and Soft Matter Physics . 2017;95(6):062419. doi:10.1103/PhysRevE.95.062419
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2017 | Journal Article | IST-REx-ID: 613   OA
Chait RP, Ruess J, Bergmiller T, Tkacik G, Guet CC. Shaping bacterial population behavior through computer interfaced control of individual cells. Nature Communications. 2017;8(1). doi:10.1038/s41467-017-01683-1
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2017 | Conference Paper | IST-REx-ID: 652
Der R, Martius GS. Dynamical self consistency leads to behavioral development and emergent social interactions in robots. In: IEEE; 2017. doi: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. Phase transitions in integer linear problems. Journal of Statistical Mechanics: Theory and Experiment. 2017;2017(9). doi:10.1088/1742-5468/aa85c3
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2017 | Journal Article | IST-REx-ID: 993   OA
Levina (Martius) A, Priesemann V. Subsampling scaling. Nature Communications. 2017;8. doi:10.1038/ncomms15140
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2017 | Journal Article | IST-REx-ID: 943   OA
Zagórski MP, Tabata Y, Brandenberg N, et al. Decoding of position in the developing neural tube from antiparallel morphogen gradients. Science. 2017;356(6345):1379-1383. doi:10.1126/science.aam5887
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2017 | Journal Article | IST-REx-ID: 955   OA
Friedlander T, Prizak R, Barton NH, Tkacik G. Evolution of new regulatory functions on biophysically realistic fitness landscapes. Nature Communications. 2017;8(1). doi:10.1038/s41467-017-00238-8
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2017 | Journal Article | IST-REx-ID: 658   OA
Der R, Martius GS. Self organized behavior generation for musculoskeletal robots. Frontiers in Neurorobotics. 2017;11(MAR). doi:10.3389/fnbot.2017.00008
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2017 | Journal Article | IST-REx-ID: 2016
Martin Del Campo Sanchez A, Cepeda Humerez SA, Uhler C. Exact goodness-of-fit testing for the Ising model. Scandinavian Journal of Statistics. 2017;44(2):285-306. doi:10.1111/sjos.12251
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2017 | Journal Article | IST-REx-ID: 730
Savin C, Tkacik G. Maximum entropy models as a tool for building precise neural controls. Current Opinion in Neurobiology. 2017;46:120-126. doi:10.1016/j.conb.2017.08.001
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2017 | Journal Article | IST-REx-ID: 735
Barone V, Lang M, Krens G, et al. An effective feedback loop between cell-cell contact duration and morphogen signaling determines cell fate. Developmental Cell. 2017;43(2):198-211. doi:10.1016/j.devcel.2017.09.014
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2017 | Journal Article | IST-REx-ID: 665
Bergmiller T, Andersson AM, Tomasek K, et al. Biased partitioning of the multidrug efflux pump AcrAB TolC underlies long lived phenotypic heterogeneity. Science. 2017;356(6335):311-315. doi:10.1126/science.aaf4762
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2017 | Research Data | IST-REx-ID: 5560
Bergmiller T, Andersson AM, Tomasek K, et al. Biased Partitioning of the Multi-Drug Efflux Pump AcrAB-TolC Underlies Long-Lived Phenotypic Heterogeneity. IST Austria; 2017. doi:doi:10.15479/AT:ISTA:53
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2017 | Journal Article | IST-REx-ID: 1007   OA
Lang M, Sontag E. Zeros of nonlinear systems with input invariances. Automatica. 2017;81C:46-55. doi:10.1016/j.automatica.2017.03.030
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2017 | Journal Article | IST-REx-ID: 680   OA
Chalk MJ, Masset P, Gutkin B, Denève S. Sensory noise predicts divisive reshaping of receptive fields. PLoS Computational Biology. 2017;13(6). doi:10.1371/journal.pcbi.1005582
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2017 | Journal Article | IST-REx-ID: 666   OA
Mitosch K, Rieckh G, Bollenbach T. Noisy response to antibiotic stress predicts subsequent single cell survival in an acidic environment. Cell Systems. 2017;4(4):393-403. doi:10.1016/j.cels.2017.03.001
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2016 | Thesis | IST-REx-ID: 1128
Rieckh G. Studying the Complexities of Transcriptional Regulation. IST Austria; 2016.
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2016 | Conference Paper | IST-REx-ID: 1320
Lang M, Sontag E. Scale-invariant systems realize nonlinear differential operators. In: Vol 2016-July. IEEE; 2016. doi:10.1109/ACC.2016.7526722
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2016 | Journal Article | IST-REx-ID: 1332   OA
Chait RP, Palmer A, Yelin I, Kishony R. Pervasive selection for and against antibiotic resistance in inhomogeneous multistress environments. Nature Communications. 2016;7. doi:10.1038/ncomms10333
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2016 | Journal Article | IST-REx-ID: 1394   OA
De Martino D, Capuani F, De Martino A. Growth against entropy in bacterial metabolism: the phenotypic trade-off behind empirical growth rate distributions in E. coli. Physical Biology. 2016;13(3). doi:10.1088/1478-3975/13/3/036005
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2016 | Journal Article | IST-REx-ID: 1248   OA
Tkacik G, Bialek W. Information processing in living systems. Annual Review of Condensed Matter Physics. 2016;7:89-117. doi:10.1146/annurev-conmatphys-031214-014803
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2016 | Journal Article | IST-REx-ID: 1197   OA
Prentice J, Marre O, Ioffe M, Loback A, Tkacik G, Berry M. Error-robust modes of the retinal population code. PLoS Computational Biology. 2016;12(11). doi:10.1371/journal.pcbi.1005148
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2016 | Conference Paper | IST-REx-ID: 1105
Savin C, Tkacik G. Estimating nonlinear neural response functions using GP priors and Kronecker methods. In: Vol 29. Neural Information Processing Systems; 2016:3610-3618.
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2016 | Conference Paper | IST-REx-ID: 1220   OA
Mikić G, Stoll A, Bevirt J, Grah R, Moore M. Fuselage boundary layer ingestion propulsion applied to a thin haul commuter aircraft for optimal efficiency. In: AIAA; 2016:1-19. doi:10.2514/6.2016-3764
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2016 | Journal Article | IST-REx-ID: 1244   OA
Recouvreux P, Sokolowski TR, Grammoustianou A, Tenwolde P, Dogterom M. Chimera proteins with affinity for membranes and microtubule tips polarize in the membrane of fission yeast cells. PNAS. 2016;113(7):1811-1816. doi:10.1073/pnas.1419248113
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2016 | Journal Article | IST-REx-ID: 1270   OA
Hillenbrand P, Gerland U, Tkacik G. Beyond the French flag model: Exploiting spatial and gene regulatory interactions for positional information. PLoS One. 2016;11(9). doi:10.1371/journal.pone.0163628
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2016 | Journal Article | IST-REx-ID: 1148
Schilling C, Bogomolov S, Henzinger TA, Podelski A, Ruess J. Adaptive moment closure for parameter inference of biochemical reaction networks. Biosystems. 2016;149:15-25. doi:10.1016/j.biosystems.2016.07.005
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2016 | Conference Paper | IST-REx-ID: 1214
Martius GS, Hostettler R, Knoll A, Der R. Compliant control for soft robots: Emergent behavior of a tendon driven anthropomorphic arm. In: Vol 2016-November. IEEE; 2016. doi:10.1109/IROS.2016.7759138
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2016 | Journal Article | IST-REx-ID: 1170
Lang M, Stelling J. Modular parameter identification of biomolecular networks. SIAM Journal on Scientific Computing. 2016;38(6):B988-B1008. doi:10.1137/15M103306X
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2016 | Journal Article | IST-REx-ID: 1290   OA
Stone L, Baym M, Lieberman T, Chait RP, Clardy J, Kishony R. Compounds that select against the tetracycline-resistance efflux pump. Nature Chemical Biology. 2016;12(11):902-904. doi:10.1038/nchembio.2176
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2016 | Journal Article | IST-REx-ID: 1485   OA
De Martino D. Genome-scale estimate of the metabolic turnover of E. Coli from the energy balance analysis. Physical Biology. 2016;13(1). doi:10.1088/1478-3975/13/1/016003
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2016 | Conference Paper | IST-REx-ID: 948
Monk T, Savin C, Lücke J. Neurons equipped with intrinsic plasticity learn stimulus intensity statistics. In: Vol 29. Neural Information Processing Systems; 2016:4285-4293.
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2016 | Journal Article | IST-REx-ID: 1358
Friedlander T, Prizak R, Guet CC, Barton NH, Tkacik G. Intrinsic limits to gene regulation by global crosstalk. Nature Communications. 2016;7. doi:10.1038/ncomms12307
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2016 | Conference Paper | IST-REx-ID: 8094   OA
Martius GS, Hostettler R, Knoll A, Der R. Self-organized control of an tendon driven arm by differential extrinsic plasticity. In: Proceedings of the Artificial Life Conference 2016. Vol 28. MIT Press; 2016:142-143. doi:10.7551/978-0-262-33936-0-ch029
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2016 | Conference Paper | IST-REx-ID: 1082   OA
Chalk MJ, Marre O, Tkacik G. Relevant sparse codes with variational information bottleneck. In: Vol 29. Neural Information Processing Systems; 2016:1965-1973.
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2016 | Journal Article | IST-REx-ID: 1171
Tkacik G. 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. 2016;17:166-167. doi:10.1016/j.plrev.2016.06.005
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2016 | Journal Article | IST-REx-ID: 1188   OA
De Martino D, Masoero D. Asymptotic analysis of noisy fitness maximization, applied to metabolism & growth. Journal of Statistical Mechanics: Theory and Experiment. 2016;2016(12). doi:10.1088/1742-5468/aa4e8f
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2016 | Journal Article | IST-REx-ID: 1203   OA
Hu F, Rishishwar L, Sivadas A, et al. Comparative genomic analysis of Haemophilus haemolyticus and nontypeable Haemophilus influenzae and a new testing scheme for their discrimination. Journal of Clinical Microbiology. 2016;54(12):3010-3017. doi:10.1128/JCM.01511-16
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2016 | Journal Article | IST-REx-ID: 1342   OA
Baym M, Lieberman T, Kelsic E, et al. Spatiotemporal microbial evolution on antibiotic landscapes. Science. 2016;353(6304):1147-1151. doi:10.1126/science.aag0822
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2016 | Journal Article | IST-REx-ID: 1260   OA
De Martino D. The dual of the space of interactions in neural network models. International Journal of Modern Physics C. 2016;27(6):1650067. doi:10.1142/S0129183116500674
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2016 | Journal Article | IST-REx-ID: 1266   OA
Chalk MJ, Gutkin B, Denève S. Neural oscillations as a signature of efficient coding in the presence of synaptic delays. eLife. 2016;5(2016JULY). doi:10.7554/eLife.13824
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2016 | Journal Article | IST-REx-ID: 1420   OA
Bod’ová K, Tkacik G, Barton NH. A general approximation for the dynamics of quantitative traits. Genetics. 2016;202(4):1523-1548. doi:10.1534/genetics.115.184127
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2016 | Journal Article | IST-REx-ID: 1242   OA
Sokolowski TR, Walczak A, Bialek W, Tkacik G. Extending the dynamic range of transcription factor action by translational regulation. Physical Review E Statistical Nonlinear and Soft Matter Physics. 2016;93(2). doi:10.1103/PhysRevE.93.022404
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2015 | Journal Article | IST-REx-ID: 1666   OA
Tugrul M, Paixao T, Barton NH, Tkacik G. Dynamics of transcription factor binding site evolution. PLoS Genetics. 2015;11(11). doi:10.1371/journal.pgen.1005639
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2015 | Journal Article | IST-REx-ID: 1940   OA
Sokolowski TR, Tkacik G. Optimizing information flow in small genetic networks. IV. Spatial coupling. Physical Review E Statistical Nonlinear and Soft Matter Physics. 2015;91(6). doi:10.1103/PhysRevE.91.062710
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2015 | Journal Article | IST-REx-ID: 1539   OA
Ruess J. Minimal moment equations for stochastic models of biochemical reaction networks with partially finite state space. Journal of Chemical Physics. 2015;143(24). doi:10.1063/1.4937937
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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. High accuracy decoding of dynamical motion from a large retinal population. PLoS Computational Biology. 2015;11(7). doi:10.1371/journal.pcbi.1004304
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2015 | Journal Article | IST-REx-ID: 1655   OA
Martius GS, Olbrich E. Quantifying emergent behavior of autonomous robots. Entropy. 2015;17(10):7266-7297. doi:10.3390/e17107266
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2015 | Journal Article | IST-REx-ID: 1701   OA
Tkacik G, Mora T, Marre O, et al. Thermodynamics and signatures of criticality in a network of neurons. PNAS. 2015;112(37):11508-11513. doi:10.1073/pnas.1514188112
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2015 | Journal Article | IST-REx-ID: 1827   OA
Friedlander T, Mayo A, Tlusty T, Alon U. Evolution of bow-tie architectures in biology. PLoS Computational Biology. 2015;11(3). doi:10.1371/journal.pcbi.1004055
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2015 | Journal Article | IST-REx-ID: 1570   OA
Der R, Martius GS. Novel plasticity rule can explain the development of sensorimotor intelligence. PNAS. 2015;112(45):E6224-E6232. doi:10.1073/pnas.1508400112
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2015 | Journal Article | IST-REx-ID: 1861
Ruess J, Lygeros J. Moment-based methods for parameter inference and experiment design for stochastic biochemical reaction networks. ACM Transactions on Modeling and Computer Simulation. 2015;25(2). doi:10.1145/2688906
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