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134 Publications

2018 | Journal Article | IST-REx-ID: 406 | OA
Bod’Ová, Katarína, Gabriel Mitchell, Roy Harpaz, Elad Schneidman, and Gašper Tkačik. “Probabilistic Models of Individual and Collective Animal Behavior.” PLoS One 13, no. 3 (2018). https://doi.org/10.1371/journal.pone.0193049.
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2018 | Journal Article | IST-REx-ID: 457
Pleska, Maros, Moritz Lang, Dominik Refardt, Bruce Levin, and Calin C Guet. “Phage-Host Population Dynamics Promotes Prophage Acquisition in Bacteria with Innate Immunity.” Nature Ecology and Evolution 2, no. 2 (2018): 359–66. https://doi.org/10.1038/s41559-017-0424-z.
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2018 | Journal Article | IST-REx-ID: 543 | OA
Chalk, Matthew J, Olivier Marre, and Gasper Tkacik. “Toward a Unified Theory of Efficient, Predictive, and Sparse Coding.” PNAS 115, no. 1 (2018): 186–91. https://doi.org/10.1073/pnas.1711114115.
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2018 | Research Data | IST-REx-ID: 5584 | OA
Deny, Stephane, Olivier Marre, Vicente Botella-Soler, Georg S Martius, and Gašper Tkačik. Nonlinear Decoding of a Complex Movie from the Mammalian Retina. IST Austria, 2018. https://doi.org/10.15479/AT:ISTA:98.
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2018 | Research Data | IST-REx-ID: 5585 | OA
Igler, Claudia, Mato Lagator, Gašper Tkačik, Jonathan P Bollback, and Calin C Guet. Data for the Paper Evolutionary Potential of Transcription Factors for Gene Regulatory Rewiring. IST Austria, 2018. https://doi.org/10.15479/AT:ISTA:108.
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2018 | Research Data | IST-REx-ID: 5587 | OA
De Martino, Daniele, and Gašper Tkačik. Supporting Materials “STATISTICAL MECHANICS FOR METABOLIC NETWORKS IN STEADY-STATE GROWTH.” IST Austria, 2018. https://doi.org/10.15479/AT:ISTA:62.
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2018 | Journal Article | IST-REx-ID: 607 | OA
Bodova, Katarina, Jan Haskovec, and Peter Markowich. “Well Posedness and Maximum Entropy Approximation for the Dynamics of Quantitative Traits.” Physica D: Nonlinear Phenomena 376–377 (2018): 108–20. https://doi.org/10.1016/j.physd.2017.10.015.
View | DOI | Download Submitted Version (ext.) | arXiv
 
2018 | Journal Article | IST-REx-ID: 281 | OA
Granados, Alejandro, Julian Pietsch, Sarah A Cepeda Humerez, Isebail Farquhar, Gasper Tkacik, and Peter Swain. “Distributed and Dynamic Intracellular Organization of Extracellular Information.” PNAS 115, no. 23 (2018): 6088–93. https://doi.org/10.1073/pnas.1716659115.
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2018 | Journal Article | IST-REx-ID: 292 | OA
Botella Soler, Vicente, Stephane Deny, Georg S Martius, Olivier Marre, and Gašper Tkačik. “Nonlinear Decoding of a Complex Movie from the Mammalian Retina.” PLoS Computational Biology 14, no. 5 (2018). https://doi.org/10.1371/journal.pcbi.1006057.
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2018 | Journal Article | IST-REx-ID: 305
Misun, Patrick, Axel Birchler, Moritz Lang, Andreas Hierlemann, and Olivier Frey. “Fabrication and Operation of Microfluidic Hanging Drop Networks.” Methods in Molecular Biology 1771 (2018): 183–202. https://doi.org/10.1007/978-1-4939-7792-5_15.
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2018 | Journal Article | IST-REx-ID: 306 | OA
De Martino, Andrea, and Daniele De Martino. “An Introduction to the Maximum Entropy Approach and Its Application to Inference Problems in Biology.” Heliyon 4, no. 4 (2018). https://doi.org/10.1016/j.heliyon.2018.e00596.
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2018 | Journal Article | IST-REx-ID: 31 | OA
Ferrari, Ulisse, Stephane Deny, Matthew J Chalk, Gasper Tkacik, Olivier Marre, and Thierry Mora. “Separating Intrinsic Interactions from Extrinsic Correlations in a Network of Sensory Neurons.” Physical Review E 98, no. 4 (2018): 042410. https://doi.org/10.1103/PhysRevE.98.042410.
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2018 | Journal Article | IST-REx-ID: 67 | OA
Igler, Claudia, Mato Lagator, Gašper Tkačik, Jonathan P Bollback, and Calin C Guet. “Evolutionary Potential of Transcription Factors for Gene Regulatory Rewiring.” Nature Ecology and Evolution 2, no. 10 (2018): 1633–43. https://doi.org/10.1038/s41559-018-0651-y.
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2018 | Journal Article | IST-REx-ID: 161 | OA
De Martino, Daniele, Andersson Anna Mc, Tobias Bergmiller, Calin C Guet, and Gašper Tkačik. “Statistical Mechanics for Metabolic Networks during Steady State Growth.” Nature Communications 9, no. 1 (2018). https://doi.org/10.1038/s41467-018-05417-9.
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2018 | Journal Article | IST-REx-ID: 19 | OA
Palmer, Adam, Remy P Chait, and Roy Kishony. “Nonoptimal Gene Expression Creates Latent Potential for Antibiotic Resistance.” Molecular Biology and Evolution 35, no. 11 (2018): 2669–84. https://doi.org/10.1093/molbev/msy163.
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2018 | Journal Article | IST-REx-ID: 316 | OA
Bod’ová, Katarína, Tadeas Priklopil, David Field, Nicholas H Barton, and Melinda Pickup. “Evolutionary Pathways for the Generation of New Self-Incompatibility Haplotypes in a Non-Self Recognition System.” Genetics 209, no. 3 (2018): 861–83. https://doi.org/10.1534/genetics.118.300748.
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2017 | Journal Article | IST-REx-ID: 2016 | OA
Martin Del Campo Sanchez, Abraham, Sarah A Cepeda Humerez, and Caroline Uhler. “Exact Goodness-of-Fit Testing for the Ising Model.” Scandinavian Journal of Statistics 44, no. 2 (2017): 285–306. https://doi.org/10.1111/sjos.12251.
View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2017 | Journal Article | IST-REx-ID: 720 | OA
Humplik, Jan, and Gašper Tkačik. “Probabilistic Models for Neural Populations That Naturally Capture Global Coupling and Criticality.” PLoS Computational Biology 13, no. 9 (2017). https://doi.org/10.1371/journal.pcbi.1005763.
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2017 | Journal Article | IST-REx-ID: 725 | OA
Harpaz, Roy, Gasper Tkacik, and Elad Schneidman. “Discrete Modes of Social Information Processing Predict Individual Behavior of Fish in a Group.” PNAS 114, no. 38 (2017): 10149–54. https://doi.org/10.1073/pnas.1703817114.
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2017 | Journal Article | IST-REx-ID: 730
Savin, Cristina, and Gasper Tkacik. “Maximum Entropy Models as a Tool for Building Precise Neural Controls.” Current Opinion in Neurobiology 46 (2017): 120–26. https://doi.org/10.1016/j.conb.2017.08.001.
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