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127 Publications

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
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
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
View | Files available | DOI
 
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
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
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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