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135 Publications

2016 | Journal Article | IST-REx-ID: 1266 | OA
M. J. Chalk, B. Gutkin, and S. Denève, “Neural oscillations as a signature of efficient coding in the presence of synaptic delays,” eLife, vol. 5, no. 2016JULY, 2016.
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2016 | Journal Article | IST-REx-ID: 1270 | OA
P. Hillenbrand, U. Gerland, and G. Tkačik, “Beyond the French flag model: Exploiting spatial and gene regulatory interactions for positional information,” PLoS One, vol. 11, no. 9, 2016.
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2016 | Journal Article | IST-REx-ID: 1290 | OA
L. Stone, M. Baym, T. Lieberman, R. P. Chait, J. Clardy, and R. Kishony, “Compounds that select against the tetracycline-resistance efflux pump,” Nature Chemical Biology, vol. 12, no. 11, pp. 902–904, 2016.
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2016 | Conference Paper | IST-REx-ID: 1320
M. Lang and E. Sontag, “Scale-invariant systems realize nonlinear differential operators,” presented at the ACC: American Control Conference, Boston, MA, USA, 2016, vol. 2016–July.
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2016 | Journal Article | IST-REx-ID: 1332 | OA
R. P. Chait, A. Palmer, I. Yelin, and R. Kishony, “Pervasive selection for and against antibiotic resistance in inhomogeneous multistress environments,” Nature Communications, vol. 7, 2016.
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2016 | Journal Article | IST-REx-ID: 1342 | OA
M. Baym et al., “Spatiotemporal microbial evolution on antibiotic landscapes,” Science, vol. 353, no. 6304, pp. 1147–1151, 2016.
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2016 | Journal Article | IST-REx-ID: 1358 | OA
T. Friedlander, R. Prizak, C. C. Guet, N. H. Barton, and G. Tkačik, “Intrinsic limits to gene regulation by global crosstalk,” Nature Communications, vol. 7, 2016.
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2016 | Journal Article | IST-REx-ID: 1394 | OA
D. De Martino, F. Capuani, and A. De Martino, “Growth against entropy in bacterial metabolism: the phenotypic trade-off behind empirical growth rate distributions in E. coli,” Physical Biology, vol. 13, no. 3, 2016.
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2016 | Journal Article | IST-REx-ID: 1420 | OA
K. Bod’ová, G. Tkacik, and N. H. Barton, “A general approximation for the dynamics of quantitative traits,” Genetics, vol. 202, no. 4, pp. 1523–1548, 2016.
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2016 | Journal Article | IST-REx-ID: 1485 | OA
D. De Martino, “Genome-scale estimate of the metabolic turnover of E. Coli from the energy balance analysis,” Physical Biology, vol. 13, no. 1, 2016.
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2016 | Conference Paper | IST-REx-ID: 1082 | OA
M. J. Chalk, O. Marre, and G. Tkacik, “Relevant sparse codes with variational information bottleneck,” presented at the NIPS: Neural Information Processing Systems, Barcelona, Spain, 2016, vol. 29, pp. 1965–1973.
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2016 | Conference Paper | IST-REx-ID: 1105
C. Savin and G. Tkacik, “Estimating nonlinear neural response functions using GP priors and Kronecker methods,” presented at the NIPS: Neural Information Processing Systems, Barcelona; Spain, 2016, vol. 29, pp. 3610–3618.
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2016 | Journal Article | IST-REx-ID: 1148
C. Schilling, S. Bogomolov, T. A. Henzinger, A. Podelski, and J. Ruess, “Adaptive moment closure for parameter inference of biochemical reaction networks,” Biosystems, vol. 149, pp. 15–25, 2016.
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2016 | Journal Article | IST-REx-ID: 1170
M. Lang and J. Stelling, “Modular parameter identification of biomolecular networks,” SIAM Journal on Scientific Computing, vol. 38, no. 6, pp. B988–B1008, 2016.
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2016 | Journal Article | IST-REx-ID: 1171
G. Tkacik, “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, vol. 17, pp. 166–167, 2016.
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2016 | Thesis | IST-REx-ID: 1128 | OA
G. Rieckh, Studying the complexities of transcriptional regulation. IST Austria, 2016.
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2015 | Journal Article | IST-REx-ID: 1564 | OA
M. Gilson, C. Savin, and F. Zenke, “Editorial: Emergent neural computation from the interaction of different forms of plasticity,” Frontiers in Computational Neuroscience, vol. 9, no. 11, 2015.
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2015 | Journal Article | IST-REx-ID: 1570 | OA
R. Der and G. S. Martius, “Novel plasticity rule can explain the development of sensorimotor intelligence,” PNAS, vol. 112, no. 45, pp. E6224–E6232, 2015.
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2015 | Journal Article | IST-REx-ID: 1576 | OA
S. A. Cepeda Humerez, G. Rieckh, and G. Tkacik, “Stochastic proofreading mechanism alleviates crosstalk in transcriptional regulation,” Physical Review Letters, vol. 115, no. 24, 2015.
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2015 | Journal Article | IST-REx-ID: 1655 | OA
G. S. Martius and E. Olbrich, “Quantifying emergent behavior of autonomous robots,” Entropy, vol. 17, no. 10, pp. 7266–7297, 2015.
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2015 | Conference Paper | IST-REx-ID: 1658
S. Bogomolov, T. A. Henzinger, A. Podelski, J. Ruess, and C. Schilling, “Adaptive moment closure for parameter inference of biochemical reaction networks,” vol. 9308. Springer, pp. 77–89, 2015.
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2015 | Journal Article | IST-REx-ID: 1666 | OA
M. Tugrul, T. Paixao, N. H. Barton, and G. Tkačik, “Dynamics of transcription factor binding site evolution,” PLoS Genetics, vol. 11, no. 11, 2015.
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2015 | Journal Article | IST-REx-ID: 1697 | OA
O. Marre, V. Botella Soler, K. Simmons, T. Mora, G. Tkačik, and M. Berry, “High accuracy decoding of dynamical motion from a large retinal population,” PLoS Computational Biology, vol. 11, no. 7, 2015.
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2015 | Journal Article | IST-REx-ID: 1701 | OA
G. Tkacik et al., “Thermodynamics and signatures of criticality in a network of neurons,” PNAS, vol. 112, no. 37, pp. 11508–11513, 2015.
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2015 | Journal Article | IST-REx-ID: 1827 | OA
T. Friedlander, A. Mayo, T. Tlusty, and U. Alon, “Evolution of bow-tie architectures in biology,” PLoS Computational Biology, vol. 11, no. 3, 2015.
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2015 | Journal Article | IST-REx-ID: 1861
J. Ruess and J. Lygeros, “Moment-based methods for parameter inference and experiment design for stochastic biochemical reaction networks,” ACM Transactions on Modeling and Computer Simulation, vol. 25, no. 2, 2015.
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2015 | Journal Article | IST-REx-ID: 1885 | OA
G. Tkacik, J. Dubuis, M. Petkova, and T. Gregor, “Positional information, positional error, and readout precision in morphogenesis: A mathematical framework,” Genetics, vol. 199, no. 1, pp. 39–59, 2015.
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2015 | Journal Article | IST-REx-ID: 1940 | OA
T. R. Sokolowski and G. Tkacik, “Optimizing information flow in small genetic networks. IV. Spatial coupling,” Physical Review E Statistical Nonlinear and Soft Matter Physics, vol. 91, no. 6, 2015.
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2015 | Journal Article | IST-REx-ID: 1538 | OA
J. Ruess, F. Parise, A. Milias Argeitis, M. Khammash, and J. Lygeros, “Iterative experiment design guides the characterization of a light-inducible gene expression circuit,” PNAS, vol. 112, no. 26, pp. 8148–8153, 2015.
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2015 | Journal Article | IST-REx-ID: 1539 | OA
J. Ruess, “Minimal moment equations for stochastic models of biochemical reaction networks with partially finite state space,” Journal of Chemical Physics, vol. 143, no. 24, 2015.
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2014 | Journal Article | IST-REx-ID: 2231 | OA
G. Rieckh and G. Tkacik, “Noise and information transmission in promoters with multiple internal states,” Biophysical Journal, vol. 106, no. 5, pp. 1194–1204, 2014.
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2014 | Journal Article | IST-REx-ID: 2257 | OA
G. Tkačik, O. Marre, D. Amodei, E. Schneidman, W. Bialek, and M. Berry, “Searching for collective behavior in a large network of sensory neurons,” PLoS Computational Biology, vol. 10, no. 1, 2014.
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2014 | Journal Article | IST-REx-ID: 537 | OA
R. Prizak, T. Ezard, and R. Hoyle, “Fitness consequences of maternal and grandmaternal effects,” Ecology and Evolution, vol. 4, no. 15, pp. 3139–3145, 2014.
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2014 | Conference Paper | IST-REx-ID: 1708
C. Savin and S. Denève, “Spatio-temporal representations of uncertainty in spiking neural networks,” presented at the NIPS: Neural Information Processing Systems, Montreal, Canada, 2014, vol. 3, no. January, pp. 2024–2032.
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2014 | Journal Article | IST-REx-ID: 1886 | OA
A. Hermundstad, J. Briguglio, M. Conte, J. Victor, V. Balasubramanian, and G. Tkačik, “Variance predicts salience in central sensory processing,” eLife, no. November, 2014.
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2014 | Journal Article | IST-REx-ID: 1896 | OA
R. Kollár, K. Bod’ová, J. Nosek, and Ľ. Tomáška, “Mathematical model of alternative mechanism of telomere length maintenance,” Physical Review E Statistical Nonlinear and Soft Matter Physics, vol. 89, no. 3, 2014.
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2014 | Journal Article | IST-REx-ID: 1909 | OA
T. Ezard, R. Prizak, and R. Hoyle, “The fitness costs of adaptation via phenotypic plasticity and maternal effects,” Functional Ecology, vol. 28, no. 3, pp. 693–701, 2014.
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2014 | Journal Article | IST-REx-ID: 1928
J. Humplik, A. Hill, and M. Nowak, “Evolutionary dynamics of infectious diseases in finite populations,” Journal of Theoretical Biology, vol. 360, pp. 149–162, 2014.
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2014 | Journal Article | IST-REx-ID: 1931 | OA
C. Savin and J. Triesch, “Emergence of task-dependent representations in working memory circuits,” Frontiers in Computational Neuroscience, vol. 8, no. MAY, 2014.
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2014 | Journal Article | IST-REx-ID: 3263 | OA
G. Tkačik, A. Ghosh, E. Schneidman, and R. Segev, “Adaptation to changes in higher-order stimulus statistics in the salamander retina,” PLoS One, vol. 9, no. 1, 2014.
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2013 | Journal Article | IST-REx-ID: 2277 | OA
K. Simmons et al., “Transformation of stimulus correlations by the retina,” PLoS Computational Biology, vol. 9, no. 12, 2013.
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2013 | Book Chapter | IST-REx-ID: 2413
M. Valderrama, V. Botella Soler, and M. Le Van Quyen, “Neuronal oscillations scale up and scale down the brain dynamics ,” in Multiscale Analysis and Nonlinear Dynamics: From Genes to the Brain, M. Meyer and Z. Pesenson, Eds. Wiley-VCH, 2013.
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2013 | Journal Article | IST-REx-ID: 499
Y. Wakamoto et al., “Dynamic persistence of antibiotic-stressed mycobacteria,” Science, vol. 339, no. 6115, pp. 91–95, 2013.
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2013 | Journal Article | IST-REx-ID: 2818 | OA
K. Rajan, O. Marre, and G. Tkacik, “Learning quadratic receptive fields from neural responses to natural stimuli,” Neural Computation, vol. 25, no. 7, pp. 1661–1692, 2013.
View | DOI | Download Preprint (ext.) | arXiv
 
2013 | Journal Article | IST-REx-ID: 2850 | OA
G. Tkacik, O. Marre, T. Mora, D. Amodei, M. Berry, and W. Bialek, “The simplest maximum entropy model for collective behavior in a neural network,” Journal of Statistical Mechanics Theory and Experiment, vol. 2013, no. 3, p. P03011, 2013.
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2013 | Journal Article | IST-REx-ID: 2851
M. Berry, G. Tkacik, J. Dubuis, O. Marre, and R. Da Silveira, “A simple method for estimating the entropy of neural activity,” Journal of Statistical Mechanics Theory and Experiment, vol. 2013, no. 3, 2013.
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2013 | Journal Article | IST-REx-ID: 2861
V. Botella Soler, J. Oteo, J. Ros, and P. Glendinning, “Lyapunov exponent and topological entropy plateaus in piecewise linear maps,” Journal of Physics A: Mathematical and Theoretical, vol. 46, no. 12, 2013.
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2013 | Journal Article | IST-REx-ID: 2863 | OA
E. Granot Atedgi, G. Tkačik, R. Segev, and E. Schneidman, “Stimulus-dependent maximum entropy models of neural population codes,” PLoS Computational Biology, vol. 9, no. 3, 2013.
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2013 | Journal Article | IST-REx-ID: 2913 | OA
G. Tkacik, E. Granot Atedgi, R. Segev, and E. Schneidman, “Retinal metric: a stimulus distance measure derived from population neural responses,” Physical Review Letters, vol. 110, no. 5, 2013.
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2013 | Journal Article | IST-REx-ID: 2914 | OA
G. Stephens, T. Mora, G. Tkačik, and W. Bialek, “Statistical thermodynamics of natural images,” Physical Review Letters, vol. 110, no. 1, 2013.
View | Files available | DOI | Download Published Version (ext.) | arXiv
 
2013 | Journal Article | IST-REx-ID: 3261 | OA
J. Dubuis, G. Tkačik, E. Wieschaus, T. Gregor, and W. Bialek, “Positional information, in bits,” PNAS, vol. 110, no. 41, pp. 16301–16308, 2013.
View | Files available | DOI | PubMed | Europe PMC
 
2012 | Journal Article | IST-REx-ID: 3262 | OA
G. Tkacik, A. Walczak, and W. Bialek, “Optimizing information flow in small genetic networks. III. A self-interacting gene,” Physical Review E statistical nonlinear and soft matter physics , vol. 85, no. 4, 2012.
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2012 | Journal Article | IST-REx-ID: 3274
G. Rieckh, W. Kreuzer, H. Waubke, and P. Balazs, “A 2.5D-Fourier-BEM model for vibrations in a tunnel running through layered anisotropic soil,” Engineering Analysis with Boundary Elements, vol. 36, no. 6, pp. 960–967, 2012.
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2011 | Journal Article | IST-REx-ID: 3374 | OA
G. Tkacik and A. Walczak, “Information transmission in genetic regulatory networks a review,” Journal of Physics: Condensed Matter, vol. 23, no. 15, 2011.
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2011 | Journal Article | IST-REx-ID: 3384 | OA
G. Tkačik et al., “Natural images from the birthplace of the human eye,” PLoS One, vol. 6, no. 6, 2011.
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