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134 Publications

2016 | Journal Article | IST-REx-ID: 1188 | OA
D. De Martino and D. Masoero, “Asymptotic analysis of noisy fitness maximization, applied to metabolism & growth,” Journal of Statistical Mechanics: Theory and Experiment, vol. 2016, no. 12, 2016.
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2016 | Journal Article | IST-REx-ID: 1197 | OA
J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkačik, and M. Berry, “Error-robust modes of the retinal population code,” PLoS Computational Biology, vol. 12, no. 11, 2016.
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2016 | Journal Article | IST-REx-ID: 1203 | OA
F. Hu et al., “Comparative genomic analysis of Haemophilus haemolyticus and nontypeable Haemophilus influenzae and a new testing scheme for their discrimination,” Journal of Clinical Microbiology, vol. 54, no. 12, pp. 3010–3017, 2016.
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2016 | Conference Paper | IST-REx-ID: 1214
G. S. Martius, R. Hostettler, A. Knoll, and R. Der, “Compliant control for soft robots: Emergent behavior of a tendon driven anthropomorphic arm,” presented at the IEEE RSJ International Conference on Intelligent Robots and Systems IROS , Daejeon, Korea, 2016, vol. 2016–November.
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2016 | Conference Paper | IST-REx-ID: 1220 | OA
G. Mikić, A. Stoll, J. Bevirt, R. Grah, and M. Moore, “Fuselage boundary layer ingestion propulsion applied to a thin haul commuter aircraft for optimal efficiency,” presented at the AIAA: Aviation Technology, Integration, and Operations Conference, Washington, D.C., USA, 2016, pp. 1–19.
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2016 | Journal Article | IST-REx-ID: 1242 | OA
T. R. Sokolowski, A. Walczak, W. Bialek, and G. Tkacik, “Extending the dynamic range of transcription factor action by translational regulation,” Physical Review E Statistical Nonlinear and Soft Matter Physics, vol. 93, no. 2, 2016.
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2016 | Journal Article | IST-REx-ID: 1244 | OA
P. Recouvreux, T. R. Sokolowski, A. Grammoustianou, P. Tenwolde, and M. Dogterom, “Chimera proteins with affinity for membranes and microtubule tips polarize in the membrane of fission yeast cells,” PNAS, vol. 113, no. 7, pp. 1811–1816, 2016.
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2016 | Journal Article | IST-REx-ID: 1248 | OA
G. Tkacik and W. Bialek, “Information processing in living systems,” Annual Review of Condensed Matter Physics, vol. 7, pp. 89–117, 2016.
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2016 | Journal Article | IST-REx-ID: 1260 | OA
D. De Martino, “The dual of the space of interactions in neural network models,” International Journal of Modern Physics C, vol. 27, no. 6, p. 1650067, 2016.
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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.
View | DOI | Download Preprint (ext.) | arXiv
 
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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