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134 Publications

2017 | Journal Article | IST-REx-ID: 823 | OA
Colabrese, Simona, Daniele De Martino, Luca Leuzzi, and Enzo Marinari. “Phase Transitions in Integer Linear Problems.” Journal of Statistical Mechanics: Theory and Experiment 2017, no. 9 (2017). https://doi.org/10.1088/1742-5468/aa85c3.
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2017 | Journal Article | IST-REx-ID: 943 | OA
Zagórski, Marcin P, Yoji Tabata, Nathalie Brandenberg, Matthias Lutolf, Gasper Tkacik, Tobias Bollenbach, James Briscoe, and Anna Kicheva. “Decoding of Position in the Developing Neural Tube from Antiparallel Morphogen Gradients.” Science 356, no. 6345 (2017): 1379–83. https://doi.org/10.1126/science.aam5887.
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2017 | Journal Article | IST-REx-ID: 947 | OA
De Martino, Daniele, Fabrizio Capuani, and Andrea De Martino. “Quantifying the Entropic Cost of Cellular Growth Control.” Physical Review E Statistical Nonlinear and Soft Matter Physics 96, no. 1 (2017). https://doi.org/10.1103/PhysRevE.96.010401.
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2017 | Journal Article | IST-REx-ID: 955 | OA
Friedlander, Tamar, Roshan Prizak, Nicholas H Barton, and Gašper Tkačik. “Evolution of New Regulatory Functions on Biophysically Realistic Fitness Landscapes.” Nature Communications 8, no. 1 (2017). https://doi.org/10.1038/s41467-017-00238-8.
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2017 | Journal Article | IST-REx-ID: 959 | OA
De Martino, Daniele. “Scales and Multimodal Flux Distributions in Stationary Metabolic Network Models via Thermodynamics.” Physical Review E Statistical Nonlinear and Soft Matter Physics 95, no. 6 (2017): 062419. https://doi.org/10.1103/PhysRevE.95.062419.
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2017 | Journal Article | IST-REx-ID: 993 | OA
Levina (Martius), Anna, and Viola Priesemann. “Subsampling Scaling.” Nature Communications 8 (2017). https://doi.org/10.1038/ncomms15140.
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2017 | Journal Article | IST-REx-ID: 1007 | OA
Lang, Moritz, and Eduardo Sontag. “Zeros of Nonlinear Systems with Input Invariances.” Automatica 81C (2017): 46–55. https://doi.org/10.1016/j.automatica.2017.03.030.
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2017 | Journal Article | IST-REx-ID: 1104 | OA
Deny, Stephane, Ulisse Ferrari, Emilie Mace, Pierre Yger, Romain Caplette, Serge Picaud, Gasper Tkacik, and Olivier Marre. “Multiplexed Computations in Retinal Ganglion Cells of a Single Type.” Nature Communications 8, no. 1 (2017). https://doi.org/10.1038/s41467-017-02159-y.
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2016 | Conference Paper | IST-REx-ID: 8094 | OA
Martius, Georg S, Rafael Hostettler, Alois Knoll, and Ralf Der. “Self-Organized Control of an Tendon Driven Arm by Differential Extrinsic Plasticity.” In Proceedings of the Artificial Life Conference 2016, 28:142–43. MIT Press, 2016. https://doi.org/10.7551/978-0-262-33936-0-ch029.
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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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