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128 Publications

2020 | Journal Article | IST-REx-ID: 7652
Tomanek, Isabella, Rok Grah, M. Lagator, A. M. C. Andersson, Jonathan P Bollback, Gašper Tkačik, and Calin C Guet. “Gene Amplification as a Form of Population-Level Gene Expression Regulation.” Nature Ecology & Evolution 4, no. 4 (2020): 612–25. https://doi.org/10.1038/s41559-020-1132-7.
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2020 | Preprint | IST-REx-ID: 7463   OA
Lombardi, Fabrizio, Oren Shriki, Hans J Herrmann, and Lucilla de Arcangelis. “Long-Range Temporal Correlations in the Broadband Resting State Activity of the Human Brain Revealed by Neuronal Avalanches.” BioRxiv. Cold Spring Harbor Laboratory, 2020.
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2020 | Journal Article | IST-REx-ID: 7569   OA
Grah, Rok, and Tamar Friedlander. “The Relation between Crosstalk and Gene Regulation Form Revisited.” PLOS Computational Biology 16, no. 2 (2020): e1007642. https://doi.org/10.1371/journal.pcbi.1007642.
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2020 | Journal Article | IST-REx-ID: 7490   OA
Narasimhan, Madhumitha, Alexander J Johnson, Roshan Prizak, Walter Kaufmann, Shutang Tan, Barbara E Casillas Perez, and Jiří Friml. “Evolutionarily Unique Mechanistic Framework of Clathrin-Mediated Endocytosis in Plants.” ELife 9 (2020): e52067. https://doi.org/10.7554/eLife.52067.
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2020 | Preprint | IST-REx-ID: 7553   OA
Mlynarski, Wiktor F, Michal Hledik, Thomas R Sokolowski, and Gašper Tkačik. “Statistical Analysis and Optimality of Biological Systems.” BioRxiv. Cold Spring Harbor Laboratory, n.d.
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2020 | Preprint | IST-REx-ID: 7673   OA
Kavcic, Bor, Gašper Tkačik, and Tobias Bollenbach. “A Minimal Biophysical Model of Combined Antibiotic Action.” BioRxiv. Cold Spring Harbor Laboratory, 2020.
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2020 | Journal Article | IST-REx-ID: 7251
Lombardi, Fabrizio, Manuel Gómez-Extremera, Pedro Bernaola-Galván, Ramalingam Vetrivelan, Clifford B. Saper, Thomas E. Scammell, and Plamen Ch. Ivanov. “Critical Dynamics and Coupling in Bursts of Cortical Rhythms Indicate Non-Homeostatic Mechanism for Sleep-Stage Transitions and Dual Role of VLPO Neurons in Both Sleep and Wake.” The Journal of Neuroscience 40, no. 1 (2020): 171–90. https://doi.org/10.1523/jneurosci.1278-19.2019.
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2020 | Research Data | IST-REx-ID: 7383
Grah, Rok. Matlab Scripts for the Paper: Gene Amplification as a Form of Population-Level Gene Expression Regulation. IST Austria, 2020. https://doi.org/10.15479/AT:ISTA:7383.
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2020 | Journal Article | IST-REx-ID: 7656   OA
Berry, Michael J., and Gašper Tkačik. “Clustering of Neural Activity: A Design Principle for Population Codes.” Frontiers in Computational Neuroscience 14 (2020): 20. https://doi.org/10.3389/fncom.2020.00020.
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2020 | Preprint | IST-REx-ID: 7675   OA
Grah, Rok, Benjamin Zoller, and Gašper Tkačik. “Normative Models of Enhancer Function.” BioRxiv. Cold Spring Harbor Laboratory, 2020.
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2019 | Journal Article | IST-REx-ID: 6046   OA
Mitosch, Karin, Georg Rieckh, and Mark Tobias Bollenbach. “Temporal Order and Precision of Complex Stress Responses in Individual Bacteria.” Molecular Systems Biology 15, no. 2 (2019). https://doi.org/10.15252/msb.20188470.
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2019 | Journal Article | IST-REx-ID: 7103   OA
Wang, Jilin W. J. L., Fabrizio Lombardi, Xiyun Zhang, Christelle Anaclet, and Plamen Ch. Ivanov. “Non-Equilibrium Critical Dynamics of Bursts in θ and δ Rhythms as Fundamental Characteristic of Sleep and Wake Micro-Architecture.” PLOS Computational Biology 15, no. 11 (2019). https://doi.org/10.1371/journal.pcbi.1007268.
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2019 | Preprint | IST-REx-ID: 7083   OA
Kavcic, Bor, Gašper Tkačik, and Tobias Bollenbach. “Mechanistic Origin of Drug Interactions between Translation-Inhibiting Antibiotics.” BioRxiv. Cold Spring Harbor Laboratory, n.d.
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2019 | Preprint | IST-REx-ID: 7552   OA
Bialek, William, Thomas Gregor, and Gašper Tkačik. “Action at a Distance in Transcriptional Regulation.” ArXiv:1912.08579. ArXiv, n.d.
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2019 | Journal Article | IST-REx-ID: 5817
Kavcic, Bor, A. Sakashita, H. Noguchi, and P. Ziherl. “Limiting Shapes of Confined Lipid Vesicles.” Soft Matter 15, no. 4 (2019): 602–14. https://doi.org/10.1039/c8sm01956h.
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2019 | Thesis | IST-REx-ID: 6473
Cepeda Humerez, Sarah A. Estimating Information Flow in Single Cells. IST Austria, 2019. https://doi.org/10.15479/AT:ISTA:6473.
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2019 | Journal Article | IST-REx-ID: 6049   OA
De Martino, Daniele. “Feedback-Induced Self-Oscillations in Large Interacting Systems Subjected to Phase Transitions.” Journal of Physics A: Mathematical and Theoretical 52, no. 4 (2019). https://doi.org/10.1088/1751-8121/aaf2dd.
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2019 | Journal Article | IST-REx-ID: 6784   OA
Ruess, Jakob, Maros Pleska, Calin C Guet, and Gašper Tkačik. “Molecular Noise of Innate Immunity Shapes Bacteria-Phage Ecologies.” PLoS Computational Biology 15, no. 7 (2019). https://doi.org/10.1371/journal.pcbi.1007168.
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2019 | Journal Article | IST-REx-ID: 5945
Petkova, Mariela D., Gasper Tkacik, William Bialek, Eric F. Wieschaus, and Thomas Gregor. “Optimal Decoding of Cellular Identities in a Genetic Network.” Cell 176, no. 4 (2019): 844–855.e15. https://doi.org/10.1016/j.cell.2019.01.007.
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2019 | Journal Article | IST-REx-ID: 7422   OA
Sokolowski, Thomas R, Joris Paijmans, Laurens Bossen, Thomas Miedema, Martijn Wehrens, Nils B. Becker, Kazunari Kaizu, Koichi Takahashi, Marileen Dogterom, and Pieter Rein ten Wolde. “EGFRD in All Dimensions.” The Journal of Chemical Physics 150, no. 5 (2019): 054108. https://doi.org/10.1063/1.5064867.
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2019 | Journal Article | IST-REx-ID: 6900   OA
Cepeda Humerez, Sarah A, Jakob Ruess, and Gašper Tkačik. “Estimating Information in Time-Varying Signals.” PLoS Computational Biology 15, no. 9 (2019): e1007290. https://doi.org/10.1371/journal.pcbi.1007290.
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2019 | Journal Article | IST-REx-ID: 6090   OA
Carballo-Pacheco, Martín, Jonathan Desponds, Tatyana Gavrilchenko, Andreas Mayer, Roshan Prizak, Gautam Reddy, Ilya Nemenman, and Thierry Mora. “Receptor Crosstalk Improves Concentration Sensing of Multiple Ligands.” Physical Review E 99, no. 2 (2019). https://doi.org/10.1103/PhysRevE.99.022423.
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2019 | Thesis | IST-REx-ID: 6071
Prizak, Roshan. Coevolution of Transcription Factors and Their Binding Sites in Sequence Space. IST Austria, 2019. https://doi.org/10.15479/at:ista:th6071.
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2019 | Conference Paper | IST-REx-ID: 7606   OA
Hledik, Michal, Thomas R Sokolowski, and Gašper Tkačik. “A Tight Upper Bound on Mutual Information.” In IEEE Information Theory Workshop, ITW 2019, 8989292. IEEE, 2019. https://doi.org/10.1109/ITW44776.2019.8989292.
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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: 5587   OA
De Martino, Daniele, and Gasper Tkacik. 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: 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, Gasper Tkacik, 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: 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.
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2018 | Journal Article | IST-REx-ID: 316   OA
Bodova, Katarina, 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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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 | Preprint | IST-REx-ID: 196   OA
Lang, Moritz, and Mikhail Shkolnikov. “Harmonic Dynamics of the Abelian Sandpile.” ArXiv. ArXiv, 2018.
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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: 406   OA
Bod’Ová, Katarína, Gabriel Mitchell, Roy Harpaz, Elad Schneidman, and Gasper Tkacik. “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: 292   OA
Botella Soler, Vicent, Stephane Deny, Georg S Martius, Olivier Marre, and Gasper Tkacik. “Nonlinear Decoding of a Complex Movie from the Mammalian Retina.” PLoS Computational Biology 14, no. 5 (2018): e1006057. https://doi.org/10.1371/journal.pcbi.1006057.
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2018 | Research Data | IST-REx-ID: 5584
Deny, Stephane, Olivier Marre, Vicente Botella-Soler, Georg S Martius, and Gasper Tkacik. 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 | 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: 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: 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: 161
De Martino, Daniele, Andersson Anna Mc, Tobias Bergmiller, Calin C Guet, and Gasper Tkacik. “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 | Research Data | IST-REx-ID: 5585
Igler, Claudia, Mato Lagator, Gasper Tkacik, 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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2017 | Research Data | IST-REx-ID: 5562   OA
Marre, Olivier, Gasper Tkacik, Dario Amodei, Elad Schneidman, William Bialek, and Michael Berry. Multi-Electrode Array Recording from Salamander Retinal Ganglion Cells. IST Austria, 2017. https://doi.org/10.15479/AT:ISTA:61.
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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: 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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2017 | Journal Article | IST-REx-ID: 720   OA
Humplik, Jan, and Gasper Tkacik. “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: 548   OA
De Martino, Daniele. “Maximum Entropy Modeling of Metabolic Networks by Constraining Growth-Rate Moments Predicts Coexistence of Phenotypes.” Physical Review E 96, no. 6 (2017). https://doi.org/10.1103/PhysRevE.96.060401.
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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: 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: 613   OA
Chait, Remy P, Jakob Ruess, Tobias Bergmiller, Gasper Tkacik, and Calin C Guet. “Shaping Bacterial Population Behavior through Computer Interfaced Control of Individual Cells.” Nature Communications 8, no. 1 (2017). https://doi.org/10.1038/s41467-017-01683-1.
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2017 | Conference Paper | IST-REx-ID: 652
Der, Ralf, and Georg S Martius. “Dynamical Self Consistency Leads to Behavioral Development and Emergent Social Interactions in Robots.” IEEE, 2017. https://doi.org/10.1109/DEVLRN.2016.7846789.
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