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135 Publications

2016 | Conference Paper | IST-REx-ID: 948
Monk, Travis, Cristina Savin, and Jörg Lücke. “Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics,” 29:4285–93. Neural Information Processing Systems, 2016.
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2016 | Journal Article | IST-REx-ID: 1188 | OA
De Martino, Daniele, and Davide Masoero. “Asymptotic Analysis of Noisy Fitness Maximization, Applied to Metabolism & Growth.” Journal of Statistical Mechanics: Theory and Experiment 2016, no. 12 (2016). https://doi.org/10.1088/1742-5468/aa4e8f.
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2016 | Journal Article | IST-REx-ID: 1197 | OA
Prentice, Jason, Olivier Marre, Mark Ioffe, Adrianna Loback, Gašper Tkačik, and Michael Berry. “Error-Robust Modes of the Retinal Population Code.” PLoS Computational Biology 12, no. 11 (2016). https://doi.org/10.1371/journal.pcbi.1005148.
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2016 | Journal Article | IST-REx-ID: 1203 | OA
Hu, Fang, Lavanya Rishishwar, Ambily Sivadas, Gabriel Mitchell, Jordan King, Timothy Murphy, Janet Gilsdorf, Leonard Mayer, and Xin Wang. “Comparative Genomic Analysis of Haemophilus Haemolyticus and Nontypeable Haemophilus Influenzae and a New Testing Scheme for Their Discrimination.” Journal of Clinical Microbiology 54, no. 12 (2016): 3010–17. https://doi.org/10.1128/JCM.01511-16.
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2016 | Conference Paper | IST-REx-ID: 1214
Martius, Georg S, Raphael Hostettler, Alois Knoll, and Ralf Der. “Compliant Control for Soft Robots: Emergent Behavior of a Tendon Driven Anthropomorphic Arm,” Vol. 2016–November. IEEE, 2016. https://doi.org/10.1109/IROS.2016.7759138.
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2016 | Conference Paper | IST-REx-ID: 1220 | OA
Mikić, Gregor, Alex Stoll, Joe Bevirt, Rok Grah, and Mark Moore. “Fuselage Boundary Layer Ingestion Propulsion Applied to a Thin Haul Commuter Aircraft for Optimal Efficiency,” 1–19. AIAA, 2016. https://doi.org/10.2514/6.2016-3764.
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2016 | Journal Article | IST-REx-ID: 1242 | OA
Sokolowski, Thomas R, Aleksandra Walczak, William Bialek, and Gasper Tkacik. “Extending the Dynamic Range of Transcription Factor Action by Translational Regulation.” Physical Review E Statistical Nonlinear and Soft Matter Physics 93, no. 2 (2016). https://doi.org/10.1103/PhysRevE.93.022404.
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2016 | Journal Article | IST-REx-ID: 1244 | OA
Recouvreux, Pierre, Thomas R Sokolowski, Aristea Grammoustianou, Pieter Tenwolde, and Marileen Dogterom. “Chimera Proteins with Affinity for Membranes and Microtubule Tips Polarize in the Membrane of Fission Yeast Cells.” PNAS 113, no. 7 (2016): 1811–16. https://doi.org/10.1073/pnas.1419248113.
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2016 | Journal Article | IST-REx-ID: 1248 | OA
Tkacik, Gasper, and William Bialek. “Information Processing in Living Systems.” Annual Review of Condensed Matter Physics 7 (2016): 89–117. https://doi.org/10.1146/annurev-conmatphys-031214-014803.
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2016 | Journal Article | IST-REx-ID: 1260 | OA
De Martino, Daniele. “The Dual of the Space of Interactions in Neural Network Models.” International Journal of Modern Physics C 27, no. 6 (2016): 1650067. https://doi.org/10.1142/S0129183116500674.
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2016 | Journal Article | IST-REx-ID: 1266 | OA
Chalk, Matthew J, Boris Gutkin, and Sophie Denève. “Neural Oscillations as a Signature of Efficient Coding in the Presence of Synaptic Delays.” ELife 5, no. 2016JULY (2016). https://doi.org/10.7554/eLife.13824.
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2016 | Journal Article | IST-REx-ID: 1270 | OA
Hillenbrand, Patrick, Ulrich Gerland, and Gašper Tkačik. “Beyond the French Flag Model: Exploiting Spatial and Gene Regulatory Interactions for Positional Information.” PLoS One 11, no. 9 (2016). https://doi.org/10.1371/journal.pone.0163628.
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2016 | Journal Article | IST-REx-ID: 1290 | OA
Stone, Laura, Michael Baym, Tami Lieberman, Remy P Chait, Jon Clardy, and Roy Kishony. “Compounds That Select against the Tetracycline-Resistance Efflux Pump.” Nature Chemical Biology 12, no. 11 (2016): 902–4. https://doi.org/10.1038/nchembio.2176.
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2016 | Conference Paper | IST-REx-ID: 1320
Lang, Moritz, and Eduardo Sontag. “Scale-Invariant Systems Realize Nonlinear Differential Operators,” Vol. 2016–July. IEEE, 2016. https://doi.org/10.1109/ACC.2016.7526722.
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2016 | Journal Article | IST-REx-ID: 1332 | OA
Chait, Remy P, Adam Palmer, Idan Yelin, and Roy Kishony. “Pervasive Selection for and against Antibiotic Resistance in Inhomogeneous Multistress Environments.” Nature Communications 7 (2016). https://doi.org/10.1038/ncomms10333.
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2016 | Journal Article | IST-REx-ID: 1342 | OA
Baym, Michael, Tami Lieberman, Eric Kelsic, Remy P Chait, Rotem Gross, Idan Yelin, and Roy Kishony. “Spatiotemporal Microbial Evolution on Antibiotic Landscapes.” Science 353, no. 6304 (2016): 1147–51. https://doi.org/10.1126/science.aag0822.
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2016 | Journal Article | IST-REx-ID: 1358 | OA
Friedlander, Tamar, Roshan Prizak, Calin C Guet, Nicholas H Barton, and Gašper Tkačik. “Intrinsic Limits to Gene Regulation by Global Crosstalk.” Nature Communications 7 (2016). https://doi.org/10.1038/ncomms12307.
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2016 | Journal Article | IST-REx-ID: 1394 | OA
De Martino, Daniele, Fabrizio Capuani, and Andrea De Martino. “Growth against Entropy in Bacterial Metabolism: The Phenotypic Trade-off behind Empirical Growth Rate Distributions in E. Coli.” Physical Biology 13, no. 3 (2016). https://doi.org/10.1088/1478-3975/13/3/036005.
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2016 | Journal Article | IST-REx-ID: 1420 | OA
Bod’ová, Katarína, Gasper Tkacik, and Nicholas H Barton. “A General Approximation for the Dynamics of Quantitative Traits.” Genetics 202, no. 4 (2016): 1523–48. https://doi.org/10.1534/genetics.115.184127.
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2016 | Journal Article | IST-REx-ID: 1485 | OA
De Martino, Daniele. “Genome-Scale Estimate of the Metabolic Turnover of E. Coli from the Energy Balance Analysis.” Physical Biology 13, no. 1 (2016). https://doi.org/10.1088/1478-3975/13/1/016003.
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2016 | Conference Paper | IST-REx-ID: 1082 | OA
Chalk, Matthew J, Olivier Marre, and Gasper Tkacik. “Relevant Sparse Codes with Variational Information Bottleneck,” 29:1965–73. Neural Information Processing Systems, 2016.
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2016 | Conference Paper | IST-REx-ID: 1105
Savin, Cristina, and Gasper Tkacik. “Estimating Nonlinear Neural Response Functions Using GP Priors and Kronecker Methods,” 29:3610–18. Neural Information Processing Systems, 2016.
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2016 | Journal Article | IST-REx-ID: 1148
Schilling, Christian, Sergiy Bogomolov, Thomas A Henzinger, Andreas Podelski, and Jakob Ruess. “Adaptive Moment Closure for Parameter Inference of Biochemical Reaction Networks.” Biosystems 149 (2016): 15–25. https://doi.org/10.1016/j.biosystems.2016.07.005.
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2016 | Journal Article | IST-REx-ID: 1170
Lang, Moritz, and Jörg Stelling. “Modular Parameter Identification of Biomolecular Networks.” SIAM Journal on Scientific Computing 38, no. 6 (2016): B988–1008. https://doi.org/10.1137/15M103306X.
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2016 | Journal Article | IST-REx-ID: 1171
Tkacik, Gasper. “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 (2016): 166–67. https://doi.org/10.1016/j.plrev.2016.06.005.
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2016 | Thesis | IST-REx-ID: 1128 | OA
Rieckh, Georg. Studying the Complexities of Transcriptional Regulation. IST Austria, 2016.
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2015 | Journal Article | IST-REx-ID: 1564 | OA
Gilson, Matthieu, Cristina Savin, and Friedemann Zenke. “Editorial: Emergent Neural Computation from the Interaction of Different Forms of Plasticity.” Frontiers in Computational Neuroscience 9, no. 11 (2015). https://doi.org/10.3389/fncom.2015.00145.
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2015 | Journal Article | IST-REx-ID: 1570 | OA
Der, Ralf, and Georg S Martius. “Novel Plasticity Rule Can Explain the Development of Sensorimotor Intelligence.” PNAS 112, no. 45 (2015): E6224–32. https://doi.org/10.1073/pnas.1508400112.
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2015 | Journal Article | IST-REx-ID: 1576 | OA
Cepeda Humerez, Sarah A, Georg Rieckh, and Gasper Tkacik. “Stochastic Proofreading Mechanism Alleviates Crosstalk in Transcriptional Regulation.” Physical Review Letters 115, no. 24 (2015). https://doi.org/10.1103/PhysRevLett.115.248101.
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2015 | Journal Article | IST-REx-ID: 1655 | OA
Martius, Georg S, and Eckehard Olbrich. “Quantifying Emergent Behavior of Autonomous Robots.” Entropy 17, no. 10 (2015): 7266–97. https://doi.org/10.3390/e17107266.
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2015 | Conference Paper | IST-REx-ID: 1658
Bogomolov, Sergiy, Thomas A Henzinger, Andreas Podelski, Jakob Ruess, and Christian Schilling. “Adaptive Moment Closure for Parameter Inference of Biochemical Reaction Networks.” Lecture Notes in Computer Science. Springer, 2015. https://doi.org/10.1007/978-3-319-23401-4_8.
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2015 | Journal Article | IST-REx-ID: 1666 | OA
Tugrul, Murat, Tiago Paixao, Nicholas H Barton, and Gašper Tkačik. “Dynamics of Transcription Factor Binding Site Evolution.” PLoS Genetics 11, no. 11 (2015). https://doi.org/10.1371/journal.pgen.1005639.
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2015 | Journal Article | IST-REx-ID: 1697 | OA
Marre, Olivier, Vicente Botella Soler, Kristina Simmons, Thierry Mora, Gašper Tkačik, and Michael Berry. “High Accuracy Decoding of Dynamical Motion from a Large Retinal Population.” PLoS Computational Biology 11, no. 7 (2015). https://doi.org/10.1371/journal.pcbi.1004304.
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2015 | Journal Article | IST-REx-ID: 1701 | OA
Tkacik, Gasper, Thierry Mora, Olivier Marre, Dario Amodei, Stephanie Palmer, Michael Berry Ii, and William Bialek. “Thermodynamics and Signatures of Criticality in a Network of Neurons.” PNAS 112, no. 37 (2015): 11508–13. https://doi.org/10.1073/pnas.1514188112.
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2015 | Journal Article | IST-REx-ID: 1827 | OA
Friedlander, Tamar, Avraham Mayo, Tsvi Tlusty, and Uri Alon. “Evolution of Bow-Tie Architectures in Biology.” PLoS Computational Biology 11, no. 3 (2015). https://doi.org/10.1371/journal.pcbi.1004055.
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2015 | Journal Article | IST-REx-ID: 1861
Ruess, Jakob, and John Lygeros. “Moment-Based Methods for Parameter Inference and Experiment Design for Stochastic Biochemical Reaction Networks.” ACM Transactions on Modeling and Computer Simulation 25, no. 2 (2015). https://doi.org/10.1145/2688906.
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2015 | Journal Article | IST-REx-ID: 1885 | OA
Tkacik, Gasper, Julien Dubuis, Mariela Petkova, and Thomas Gregor. “Positional Information, Positional Error, and Readout Precision in Morphogenesis: A Mathematical Framework.” Genetics 199, no. 1 (2015): 39–59. https://doi.org/10.1534/genetics.114.171850.
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2015 | Journal Article | IST-REx-ID: 1940 | OA
Sokolowski, Thomas R, and Gasper Tkacik. “Optimizing Information Flow in Small Genetic Networks. IV. Spatial Coupling.” Physical Review E Statistical Nonlinear and Soft Matter Physics 91, no. 6 (2015). https://doi.org/10.1103/PhysRevE.91.062710.
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2015 | Journal Article | IST-REx-ID: 1538 | OA
Ruess, Jakob, Francesca Parise, Andreas Milias Argeitis, Mustafa Khammash, and John Lygeros. “Iterative Experiment Design Guides the Characterization of a Light-Inducible Gene Expression Circuit.” PNAS 112, no. 26 (2015): 8148–53. https://doi.org/10.1073/pnas.1423947112.
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2015 | Journal Article | IST-REx-ID: 1539 | OA
Ruess, Jakob. “Minimal Moment Equations for Stochastic Models of Biochemical Reaction Networks with Partially Finite State Space.” Journal of Chemical Physics 143, no. 24 (2015). https://doi.org/10.1063/1.4937937.
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2014 | Journal Article | IST-REx-ID: 2231 | OA
Rieckh, Georg, and Gasper Tkacik. “Noise and Information Transmission in Promoters with Multiple Internal States.” Biophysical Journal 106, no. 5 (2014): 1194–1204. https://doi.org/10.1016/j.bpj.2014.01.014.
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2014 | Journal Article | IST-REx-ID: 2257 | OA
Tkačik, Gašper, Olivier Marre, Dario Amodei, Elad Schneidman, William Bialek, and Michael Berry. “Searching for Collective Behavior in a Large Network of Sensory Neurons.” PLoS Computational Biology 10, no. 1 (2014). https://doi.org/10.1371/journal.pcbi.1003408.
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2014 | Journal Article | IST-REx-ID: 537 | OA
Prizak, Roshan, Thomas Ezard, and Rebecca Hoyle. “Fitness Consequences of Maternal and Grandmaternal Effects.” Ecology and Evolution 4, no. 15 (2014): 3139–45. https://doi.org/10.1002/ece3.1150.
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2014 | Conference Paper | IST-REx-ID: 1708
Savin, Cristina, and Sophie Denève. “Spatio-Temporal Representations of Uncertainty in Spiking Neural Networks,” 3:2024–32. Neural Information Processing Systems, 2014.
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2014 | Journal Article | IST-REx-ID: 1886 | OA
Hermundstad, Ann, John Briguglio, Mary Conte, Jonathan Victor, Vijay Balasubramanian, and Gašper Tkačik. “Variance Predicts Salience in Central Sensory Processing.” ELife, no. November (2014). https://doi.org/10.7554/eLife.03722.
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2014 | Journal Article | IST-REx-ID: 1896 | OA
Kollár, Richard, Katarína Bod’ová, Jozef Nosek, and Ľubomír Tomáška. “Mathematical Model of Alternative Mechanism of Telomere Length Maintenance.” Physical Review E Statistical Nonlinear and Soft Matter Physics 89, no. 3 (2014). https://doi.org/10.1103/PhysRevE.89.032701.
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2014 | Journal Article | IST-REx-ID: 1909 | OA
Ezard, Thomas, Roshan Prizak, and Rebecca Hoyle. “The Fitness Costs of Adaptation via Phenotypic Plasticity and Maternal Effects.” Functional Ecology 28, no. 3 (2014): 693–701. https://doi.org/10.1111/1365-2435.12207.
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2014 | Journal Article | IST-REx-ID: 1928
Humplik, Jan, Alison Hill, and Martin Nowak. “Evolutionary Dynamics of Infectious Diseases in Finite Populations.” Journal of Theoretical Biology 360 (2014): 149–62. https://doi.org/10.1016/j.jtbi.2014.06.039.
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2014 | Journal Article | IST-REx-ID: 1931 | OA
Savin, Cristina, and Jochen Triesch. “Emergence of Task-Dependent Representations in Working Memory Circuits.” Frontiers in Computational Neuroscience 8, no. MAY (2014). https://doi.org/10.3389/fncom.2014.00057.
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2014 | Journal Article | IST-REx-ID: 3263 | OA
Tkačik, Gašper, Anandamohan Ghosh, Elad Schneidman, and Ronen Segev. “Adaptation to Changes in Higher-Order Stimulus Statistics in the Salamander Retina.” PLoS One 9, no. 1 (2014). https://doi.org/10.1371/journal.pone.0085841.
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