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124 Publications

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 | 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: 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 | 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: 948
T. Monk, C. Savin, and J. Lücke, “Neurons equipped with intrinsic plasticity learn stimulus intensity statistics,” presented at the NIPS: Neural Information Processing Systems, Barcelona, Spaine, 2016, vol. 29, pp. 4285–4293.
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2016 | Journal Article | IST-REx-ID: 1358
T. Friedlander, R. Prizak, C. C. Guet, N. H. Barton, and G. Tkacik, “Intrinsic limits to gene regulation by global crosstalk,” Nature Communications, vol. 7, 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 | 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 | 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: 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, 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 | 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: 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: 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: 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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2015 | Journal Article | IST-REx-ID: 1666   OA
M. Tugrul, T. Paixao, N. H. Barton, and G. Tkacik, “Dynamics of transcription factor binding site evolution,” PLoS Genetics, vol. 11, no. 11, 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: 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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2015 | Journal Article | IST-REx-ID: 1697   OA
O. Marre, V. Botella Soler, K. Simmons, T. Mora, G. Tkacik, 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: 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 | 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: 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: 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: 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: 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: 1576
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 | 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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2014 | Journal Article | IST-REx-ID: 3263   OA
G. Tkacik, 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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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: 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: 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: 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: 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: 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: 2257
G. Tkacik, 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: 1886   OA
A. Hermundstad, J. Briguglio, M. Conte, J. Victor, V. Balasubramanian, and G. Tkacik, “Variance predicts salience in central sensory processing,” eLife, no. November, 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 | 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 | 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: 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: 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, 2013.
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2013 | Journal Article | IST-REx-ID: 2863   OA
E. Granot Atedgi, G. Tkacik, 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: 2914   OA
G. Stephens, T. Mora, G. Tkacik, and W. Bialek, “Statistical thermodynamics of natural images,” Physical Review Letters, vol. 110, no. 1, 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: 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.
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2013 | Journal Article | IST-REx-ID: 3261   OA
J. Dubuis, G. Tkacik, E. Wieschaus, T. Gregor, and W. Bialek, “Positional information, in bits,” PNAS, vol. 110, no. 41, pp. 16301–16308, 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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