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175 Publications
2023 | Journal Article | IST-REx-ID: 12762 | 
Lombardi F, Pepic S, Shriki O, Tkačik G, De Martino D. 2023. Statistical modeling of adaptive neural networks explains co-existence of avalanches and oscillations in resting human brain. Nature Computational Science.
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2022 | Journal Article | IST-REx-ID: 10530 |
Zisis T, Brückner D, Brandstätter T, Siow WX, d’Alessandro J, Vollmar AM, Broedersz CP, Zahler S. 2022. Disentangling cadherin-mediated cell-cell interactions in collective cancer cell migration. Biophysical Journal. 121(1), P44-60.
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2022 | Journal Article | IST-REx-ID: 10736 |
Lagator M, Sarikas S, Steinrueck M, Toledo-Aparicio D, Bollback JP, Guet CC, Tkačik G. 2022. Predicting bacterial promoter function and evolution from random sequences. eLife. 11, e64543.
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2022 | Preprint | IST-REx-ID: 10821 |
Lombardi F, Herrmann HJ, Parrino L, Plenz D, Scarpetta S, Vaudano AE, de Arcangelis L, Shriki O. 2022. Alpha rhythm induces attenuation-amplification dynamics in neural activity cascades. bioRxiv, 10.1101/2022.03.03.482657.
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2022 | Journal Article | IST-REx-ID: 11638 |
Ngampruetikorn V, Sachdeva V, Torrence J, Humplik J, Schwab DJ, Palmer SE. 2022. Inferring couplings in networks across order-disorder phase transitions. Physical Review Research. 4(2), 023240.
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| arXiv
2022 | Journal Article | IST-REx-ID: 12081 |
Hledik M, Barton NH, Tkačik G. 2022. Accumulation and maintenance of information in evolution. Proceedings of the National Academy of Sciences. 119(36), e2123152119.
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2022 | Journal Article | IST-REx-ID: 12156 |
Zoller B, Gregor T, Tkačik G. 2022. Eukaryotic gene regulation at equilibrium, or non? Current Opinion in Systems Biology. 31(9), 100435.
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2022 | Journal Article | IST-REx-ID: 12332 |
Mlynarski WF, Tkačik G. 2022. Efficient coding theory of dynamic attentional modulation. PLoS Biology. 20(12), e3001889.
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2022 | Preprint | IST-REx-ID: 12487 |
Scarpetta S, Morrisi N, Mutti C, Azzi N, Trippi I, Ciliento R, Apicella I, Messuti G, Angiolelli M, Lombardi F, Parrino L, Vaudano AE. Criticality of neuronal avalanches in human sleep and their relationship with sleep macro- and micro-architecture. bioRxiv, 10.1101/2022.07.12.499725.
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2021 | Journal Article | IST-REx-ID: 10535 |
Bodova K, Szep E, Barton NH. 2021. Dynamic maximum entropy provides accurate approximation of structured population dynamics. PLoS Computational Biology. 17(12), e1009661.
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2021 | Preprint | IST-REx-ID: 10912 |
Lombardi F, Pepic S, Shriki O, Tkačik G, De Martino D. Quantifying the coexistence of neuronal oscillations and avalanches. 10.48550/ARXIV.2108.06686.
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| arXiv
2021 | Preprint | IST-REx-ID: 10077 |
Nardin M, Csicsvari JL, Tkačik G, Savin C. The structure of hippocampal CA1 interactions optimizes spatial coding across experience. bioRxiv, 10.1101/2021.09.28.460602.
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2021 | Journal Article | IST-REx-ID: 7463 |
Lombardi F, Shriki O, Herrmann HJ, de Arcangelis L. 2021. Long-range temporal correlations in the broadband resting state activity of the human brain revealed by neuronal avalanches. Neurocomputing. 461, 657–666.
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2021 | Journal Article | IST-REx-ID: 7553 |
Mlynarski WF, Hledik M, Sokolowski TR, Tkačik G. 2021. Statistical analysis and optimality of neural systems. Neuron. 109(7), 1227–1241.e5.
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2021 | Journal Article | IST-REx-ID: 8997 |
Kavcic B, Tkačik G, Bollenbach MT. 2021. Minimal biophysical model of combined antibiotic action. PLOS Computational Biology. 17, e1008529.
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2021 | Journal Article | IST-REx-ID: 9226 |
Tkačik G, Gregor T. 2021. The many bits of positional information. Development. 148(2), dev176065.
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2021 | Journal Article | IST-REx-ID: 9283 |
Nagy-Staron AA, Tomasek K, Caruso Carter C, Sonnleitner E, Kavcic B, Paixão T, Guet CC. 2021. Local genetic context shapes the function of a gene regulatory network. eLife. 10, e65993.
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2021 | Journal Article | IST-REx-ID: 9439 |
Mlynarski WF, Hermundstad AM. 2021. Efficient and adaptive sensory codes. Nature Neuroscience. 24, 998–1009.
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2021 | Journal Article | IST-REx-ID: 9362 |
Chalk MJ, Tkačik G, Marre O. 2021. Inferring the function performed by a recurrent neural network. PLoS ONE. 16(4 April), e0248940.
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2021 | Journal Article | IST-REx-ID: 9822 |
Zisis T, Schwarz J, Balles M, Kretschmer M, Nemethova M, Chait RP, Hauschild R, Lange J, Guet CC, Sixt MK, Zahler S. 2021. Sequential and switchable patterning for studying cellular processes under spatiotemporal control. ACS Applied Materials and Interfaces. 13(30), 35545–35560.
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2021 | Journal Article | IST-REx-ID: 9828 |
Gabrielaitis M. 2021. Fast and accurate amplitude demodulation of wideband signals. IEEE Transactions on Signal Processing. 69, 4039–4054.
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2021 | Preprint | IST-REx-ID: 10579 |
Kavcic B, Tkačik G. Token-driven totally asymmetric simple exclusion process. arXiv, 2112.13558.
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| arXiv
2020 | Journal Article | IST-REx-ID: 7490 |
Narasimhan M, Johnson AJ, Prizak R, Kaufmann W, Tan S, Casillas Perez BE, Friml J. 2020. Evolutionarily unique mechanistic framework of clathrin-mediated endocytosis in plants. eLife. 9, e52067.
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2020 | Journal Article | IST-REx-ID: 7656 |
Berry MJ, Tkačik G. 2020. Clustering of neural activity: A design principle for population codes. Frontiers in Computational Neuroscience. 14, 20.
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2020 | Research Data | IST-REx-ID: 7383 |
Grah R. 2020. Matlab scripts for the Paper: Gene Amplification as a Form of Population-Level Gene Expression regulation, IST Austria, 10.15479/AT:ISTA:7383.
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2020 | Journal Article | IST-REx-ID: 8084 |
Lombardi F, Gómez-Extremera M, Bernaola-Galván P, Vetrivelan R, Saper CB, Scammell TE, Ivanov PC. 2020. 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. 40(1), 171–190.
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2020 | Research Data | IST-REx-ID: 8097 |
Kavcic B. 2020. Analysis scripts and research data for the paper ‘Mechanisms of drug interactions between translation-inhibiting antibiotics’, IST Austria, 10.15479/AT:ISTA:8097.
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2020 | Journal Article | IST-REx-ID: 8105 |
Lombardi F, Wang JWJL, Zhang X, Ivanov PC. 2020. Power-law correlations and coupling of active and quiet states underlie a class of complex systems with self-organization at criticality. EPJ Web of Conferences. 230, 00005.
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2020 | Thesis | IST-REx-ID: 8155 |
Grah R. 2020. Gene regulation across scales – how biophysical constraints shape evolution. IST Austria.
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2020 | Preprint | IST-REx-ID: 7675 |
Grah R, Zoller B, Tkačik G. 2020. Normative models of enhancer function. bioRxiv, 10.1101/2020.04.08.029405.
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2020 | Journal Article | IST-REx-ID: 8955 |
Rizzo R, Zhang X, Wang JWJL, Lombardi F, Ivanov PC. 2020. Network physiology of cortico–muscular interactions. Frontiers in Physiology. 11, 558070.
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2020 | Journal Article | IST-REx-ID: 9000 |
Grah R, Zoller B, Tkačik G. 2020. Nonequilibrium models of optimal enhancer function. PNAS. 117(50), 31614–31622.
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2020 | Research Data | IST-REx-ID: 8930 |
Kavcic B. 2020. Analysis scripts and research data for the paper ‘Minimal biophysical model of combined antibiotic action’, IST Austria, 10.15479/AT:ISTA:8930.
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2020 | Research Data Reference | IST-REx-ID: 9776
Grah R, Friedlander T. 2020. Supporting information, Public Library of Science, 10.1371/journal.pcbi.1007642.s001.
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2020 | Journal Article | IST-REx-ID: 8698 |
Maoz O, Tkačik G, Esteki MS, Kiani R, Schneidman E. 2020. Learning probabilistic neural representations with randomly connected circuits. Proceedings of the National Academy of Sciences of the United States of America. 117(40), 25066–25073.
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2020 | Journal Article | IST-REx-ID: 7569 |
Grah R, Friedlander T. 2020. The relation between crosstalk and gene regulation form revisited. PLOS Computational Biology. 16(2), e1007642.
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2020 | Research Data Reference | IST-REx-ID: 9779
Grah R, Friedlander T. 2020. Distribution of crosstalk values, Public Library of Science, 10.1371/journal.pcbi.1007642.s003.
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2020 | Research Data Reference | IST-REx-ID: 9777
Grah R, Friedlander T. 2020. Maximizing crosstalk, Public Library of Science, 10.1371/journal.pcbi.1007642.s002.
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2020 | Thesis | IST-REx-ID: 8657 |
Kavcic B. 2020. Perturbations of protein synthesis: from antibiotics to genetics and physiology. IST Austria.
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2020 | Journal Article | IST-REx-ID: 7652 |
Tomanek I, Grah R, Lagator M, Andersson AMC, Bollback JP, Tkačik G, Guet CC. 2020. Gene amplification as a form of population-level gene expression regulation. Nature Ecology & Evolution. 4(4), 612–625.
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2020 | Journal Article | IST-REx-ID: 8250 |
Kavcic B, Tkačik G, Bollenbach MT. 2020. Mechanisms of drug interactions between translation-inhibiting antibiotics. Nature Communications. 11, 4013.
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2020 | Preprint | IST-REx-ID: 7673 |
Kavcic B, Tkačik G, Bollenbach MT. 2020. A minimal biophysical model of combined antibiotic action. bioRxiv, 10.1101/2020.04.18.047886.
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2019 | Journal Article | IST-REx-ID: 196 |
Lang M, Shkolnikov M. 2019. Harmonic dynamics of the Abelian sandpile. Proceedings of the National Academy of Sciences. 116(8), 2821–2830.
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| arXiv
2019 | Journal Article | IST-REx-ID: 5817 |
Kavcic B, Sakashita A, Noguchi H, Ziherl P. 2019. Limiting shapes of confined lipid vesicles. Soft Matter. 15(4), 602–614.
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2019 | Journal Article | IST-REx-ID: 5945 |
Petkova MD, Tkačik G, Bialek W, Wieschaus EF, Gregor T. 2019. Optimal decoding of cellular identities in a genetic network. Cell. 176(4), 844–855.e15.
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2019 | Journal Article | IST-REx-ID: 6049 |
De Martino D. 2019. Feedback-induced self-oscillations in large interacting systems subjected to phase transitions. Journal of Physics A: Mathematical and Theoretical. 52(4), 045002.
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2019 | Journal Article | IST-REx-ID: 6046 |
Mitosch K, Rieckh G, Bollenbach MT. 2019. Temporal order and precision of complex stress responses in individual bacteria. Molecular systems biology. 15(2), e8470.
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2019 | Journal Article | IST-REx-ID: 6090 |
Carballo-Pacheco M, Desponds J, Gavrilchenko T, Mayer A, Prizak R, Reddy G, Nemenman I, Mora T. 2019. Receptor crosstalk improves concentration sensing of multiple ligands. Physical Review E. 99(2), 022423.
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2019 | Thesis | IST-REx-ID: 6473 |
Cepeda Humerez SA. 2019. Estimating information flow in single cells. IST Austria.
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2019 | Journal Article | IST-REx-ID: 6900 |
Cepeda Humerez SA, Ruess J, Tkačik G. 2019. Estimating information in time-varying signals. PLoS computational biology. 15(9), e1007290.
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2019 | Journal Article | IST-REx-ID: 7103 |
Wang JWJL, Lombardi F, Zhang X, Anaclet C, Ivanov PC. 2019. Non-equilibrium critical dynamics of bursts in θ and δ rhythms as fundamental characteristic of sleep and wake micro-architecture. PLOS Computational Biology. 15(11), e1007268.
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2019 | Journal Article | IST-REx-ID: 7422 |
Sokolowski TR, Paijmans J, Bossen L, Miedema T, Wehrens M, Becker NB, Kaizu K, Takahashi K, Dogterom M, ten Wolde PR. 2019. eGFRD in all dimensions. The Journal of Chemical Physics. 150(5), 054108.
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| arXiv
2019 | Preprint | IST-REx-ID: 7552 |
Bialek W, Gregor T, Tkačik G. Action at a distance in transcriptional regulation. arXiv:1912.08579, .
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| arXiv
2019 | Conference Paper | IST-REx-ID: 7606 |
Hledik M, Sokolowski TR, Tkačik G. 2019. A tight upper bound on mutual information. IEEE Information Theory Workshop, ITW 2019. Information Theory Workshop, 8989292.
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| arXiv
2019 | Journal Article | IST-REx-ID: 6784 |
Ruess J, Pleska M, Guet CC, Tkačik G. 2019. Molecular noise of innate immunity shapes bacteria-phage ecologies. PLoS Computational Biology. 15(7), e1007168.
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2019 | Research Data Reference | IST-REx-ID: 9786
Ruess J, Pleska M, Guet CC, Tkačik G. 2019. Supporting text and results, Public Library of Science, 10.1371/journal.pcbi.1007168.s001.
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2019 | Thesis | IST-REx-ID: 6071 |
Prizak R. 2019. Coevolution of transcription factors and their binding sites in sequence space. IST Austria.
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2018 | Journal Article | IST-REx-ID: 19 |
Palmer A, Chait RP, Kishony R. 2018. Nonoptimal gene expression creates latent potential for antibiotic resistance. Molecular Biology and Evolution. 35(11), 2669–2684.
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2018 | Journal Article | IST-REx-ID: 306 |
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), e00596.
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2018 | Journal Article | IST-REx-ID: 31 |
Ferrari U, Deny S, Chalk MJ, Tkačik G, Marre O, Mora T. 2018. Separating intrinsic interactions from extrinsic correlations in a network of sensory neurons. Physical Review E. 98(4), 042410.
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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: 543 |
Chalk MJ, Marre O, Tkačik G. 2018. Toward a unified theory of efficient, predictive, and sparse coding. PNAS. 115(1), 186–191.
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2018 | Journal Article | IST-REx-ID: 292 |
Botella Soler V, Deny S, Martius GS, Marre O, Tkačik 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 |
Deny S, Marre O, Botella-Soler V, Martius GS, Tkačik G. 2018. Nonlinear decoding of a complex movie from the mammalian retina, IST Austria, 10.15479/AT:ISTA:98.
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2018 | Journal Article | IST-REx-ID: 161 |
De Martino D, Mc AA, Bergmiller T, Guet CC, Tkačik G. 2018. Statistical mechanics for metabolic networks during steady state growth. Nature Communications. 9(1), 2988.
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2018 | Research Data | IST-REx-ID: 5587 |
De Martino D, Tkačik G. 2018. Supporting materials ‘STATISTICAL MECHANICS FOR METABOLIC NETWORKS IN STEADY-STATE GROWTH’, IST Austria, 10.15479/AT:ISTA:62.
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2018 | Journal Article | IST-REx-ID: 607 |
Bodova K, Haskovec J, Markowich P. 2018. Well posedness and maximum entropy approximation for the dynamics of quantitative traits. Physica D: Nonlinear Phenomena. 376–377, 108–120.
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| arXiv
2018 | Journal Article | IST-REx-ID: 281 |
Granados A, Pietsch J, Cepeda Humerez SA, Farquhar I, Tkačik G, Swain P. 2018. Distributed and dynamic intracellular organization of extracellular information. PNAS. 115(23), 6088–6093.
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2018 | Journal Article | IST-REx-ID: 406 |
Bod’Ová K, Mitchell G, Harpaz R, Schneidman E, Tkačik G. 2018. Probabilistic models of individual and collective animal behavior. PLoS One. 13(3).
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2018 | Research Data Reference | IST-REx-ID: 9831
Bod’Ová K, Mitchell G, Harpaz R, Schneidman E, Tkačik G. 2018. Implementation of the inference method in Matlab, Public Library of Science, 10.1371/journal.pone.0193049.s001.
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2018 | Journal Article | IST-REx-ID: 316 |
Bodova K, Priklopil T, Field D, Barton NH, Pickup M. 2018. Evolutionary pathways for the generation of new self-incompatibility haplotypes in a non-self recognition system. Genetics. 209(3), 861–883.
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2018 | Research Data Reference | IST-REx-ID: 9813 |
Bodova K, Priklopil T, Field D, Barton NH, Pickup M. 2018. Supplemental material for Bodova et al., 2018, Genetics Society of America, 10.25386/genetics.6148304.v1.
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2018 | Journal Article | IST-REx-ID: 67 |
Igler C, Lagator M, Tkačik G, Bollback JP, Guet CC. 2018. Evolutionary potential of transcription factors for gene regulatory rewiring. Nature Ecology and Evolution. 2(10), 1633–1643.
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2018 | Research Data | IST-REx-ID: 5585 |
Igler C, Lagator M, Tkačik G, Bollback JP, Guet CC. 2018. Data for the paper Evolutionary potential of transcription factors for gene regulatory rewiring, IST Austria, 10.15479/AT:ISTA:108.
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2017 | Journal Article | IST-REx-ID: 1007 |
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: 1104 |
Deny S, Ferrari U, Mace E, Yger P, Caplette R, Picaud S, Tkačik 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 |
De Martino D. 2017. Maximum entropy modeling of metabolic networks by constraining growth-rate moments predicts coexistence of phenotypes. Physical Review E. 96(6), 060401.
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2017 | Research Data | IST-REx-ID: 5562 |
Marre O, Tkačik G, Amodei D, Schneidman E, Bialek W, Berry M. 2017. Multi-electrode array recording from salamander retinal ganglion cells, IST Austria, 10.15479/AT:ISTA:61.
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2017 | Journal Article | IST-REx-ID: 613 |
Chait RP, Ruess J, Bergmiller T, Tkačik G, Guet CC. 2017. Shaping bacterial population behavior through computer interfaced control of individual cells. Nature Communications. 8(1), 1535.
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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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| arXiv
2017 | Journal Article | IST-REx-ID: 658 |
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: 665
Bergmiller T, Andersson AM, Tomasek K, Balleza E, Kiviet D, Hauschild R, Tkačik 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 | Research Data | IST-REx-ID: 5560 |
Bergmiller T, Andersson AM, Tomasek K, Balleza E, Kiviet D, Hauschild R, Tkačik G, Guet CC. 2017. Biased partitioning of the multi-drug efflux pump AcrAB-TolC underlies long-lived phenotypic heterogeneity, IST Austria, doi:10.15479/AT:ISTA:53.
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2017 | Journal Article | IST-REx-ID: 720 |
Humplik J, Tkačik G. 2017. Probabilistic models for neural populations that naturally capture global coupling and criticality. PLoS Computational Biology. 13(9), e1005763.
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2017 | Journal Article | IST-REx-ID: 725 |
Harpaz R, Tkačik 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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| PubMed | Europe PMC
2017 | Journal Article | IST-REx-ID: 666 |
Mitosch K, Rieckh G, Bollenbach MT. 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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2017 | Journal Article | IST-REx-ID: 823 |
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), 093404.
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2017 | Journal Article | IST-REx-ID: 959 |
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 | Research Data Reference | IST-REx-ID: 9709 |
Prentice J, Marre O, Ioffe M, Loback A, Tkačik G, Berry M. 2017. Data from: Error-robust modes of the retinal population code, Dryad, 10.5061/dryad.1f1rc.
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2017 | Journal Article | IST-REx-ID: 680 |
Chalk MJ, Masset P, Gutkin B, Denève S. 2017. Sensory noise predicts divisive reshaping of receptive fields. PLoS Computational Biology. 13(6), e1005582.
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2017 | Research Data Reference | IST-REx-ID: 9855
Chalk MJ, Masset P, Gutkin B, Denève S. 2017. Supplementary appendix, Public Library of Science, 10.1371/journal.pcbi.1005582.s001.
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2017 | Journal Article | IST-REx-ID: 993 |
Levina (Martius) A, Priesemann V. 2017. Subsampling scaling. Nature Communications. 8, 15140.
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2017 | Journal Article | IST-REx-ID: 943 |
Zagórski MP, Tabata Y, Brandenberg N, Lutolf M, Tkačik 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: 947 |
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), 010401.
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2017 | Journal Article | IST-REx-ID: 955 |
Friedlander T, Prizak R, Barton NH, Tkačik 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: 735
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| DOI
2016 | Conference Paper | IST-REx-ID: 1082 |
Chalk MJ, Marre O, Tkačik 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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