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168 Publications
2021 | Preprint | IST-REx-ID: 10077 | 
The structure of hippocampal CA1 interactions optimizes spatial coding across experience
M. Nardin, J.L. Csicsvari, G. Tkačik, C. Savin, BioRxiv (n.d.).
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M. Nardin, J.L. Csicsvari, G. Tkačik, C. Savin, BioRxiv (n.d.).
2021 | Journal Article | IST-REx-ID: 10535 |
Dynamic maximum entropy provides accurate approximation of structured population dynamics
K. Bodova, E. Szep, N.H. Barton, PLoS Computational Biology 17 (2021).
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K. Bodova, E. Szep, N.H. Barton, PLoS Computational Biology 17 (2021).
2020 | Journal Article | IST-REx-ID: 8084 |
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
F. Lombardi, M. Gómez-Extremera, P. Bernaola-Galván, R. Vetrivelan, C.B. Saper, T.E. Scammell, P.C. Ivanov, Journal of Neuroscience 40 (2020) 171–190.
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F. Lombardi, M. Gómez-Extremera, P. Bernaola-Galván, R. Vetrivelan, C.B. Saper, T.E. Scammell, P.C. Ivanov, Journal of Neuroscience 40 (2020) 171–190.
2020 | Research Data | IST-REx-ID: 8097 |
Analysis scripts and research data for the paper "Mechanisms of drug interactions between translation-inhibiting antibiotics"
B. Kavcic, (2020).
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B. Kavcic, (2020).
2020 | Journal Article | IST-REx-ID: 8105 |
Power-law correlations and coupling of active and quiet states underlie a class of complex systems with self-organization at criticality
F. Lombardi, J.W.J.L. Wang, X. Zhang, P.C. Ivanov, EPJ Web of Conferences 230 (2020).
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F. Lombardi, J.W.J.L. Wang, X. Zhang, P.C. Ivanov, EPJ Web of Conferences 230 (2020).
2020 | Thesis | IST-REx-ID: 8155 |
Gene regulation across scales – how biophysical constraints shape evolution
R. Grah, Gene Regulation across Scales – How Biophysical Constraints Shape Evolution, IST Austria, 2020.
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R. Grah, Gene Regulation across Scales – How Biophysical Constraints Shape Evolution, IST Austria, 2020.
2020 | Research Data | IST-REx-ID: 7383 |
Matlab scripts for the Paper: Gene Amplification as a Form of Population-Level Gene Expression regulation
R. Grah, (2020).
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R. Grah, (2020).
2020 | Journal Article | IST-REx-ID: 7490 |
Evolutionarily unique mechanistic framework of clathrin-mediated endocytosis in plants
M. Narasimhan, A.J. Johnson, R. Prizak, W. Kaufmann, S. Tan, B.E. Casillas Perez, J. Friml, ELife 9 (2020).
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M. Narasimhan, A.J. Johnson, R. Prizak, W. Kaufmann, S. Tan, B.E. Casillas Perez, J. Friml, ELife 9 (2020).
2020 | Journal Article | IST-REx-ID: 7569 |
The relation between crosstalk and gene regulation form revisited
R. Grah, T. Friedlander, PLOS Computational Biology 16 (2020).
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R. Grah, T. Friedlander, PLOS Computational Biology 16 (2020).
2020 | Journal Article | IST-REx-ID: 7656 |
Clustering of neural activity: A design principle for population codes
M.J. Berry, G. Tkačik, Frontiers in Computational Neuroscience 14 (2020).
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M.J. Berry, G. Tkačik, Frontiers in Computational Neuroscience 14 (2020).
2020 | Preprint | IST-REx-ID: 7675 |
Normative models of enhancer function
R. Grah, B. Zoller, G. Tkačik, BioRxiv (2020).
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R. Grah, B. Zoller, G. Tkačik, BioRxiv (2020).
2020 | Journal Article | IST-REx-ID: 8698 |
Learning probabilistic neural representations with randomly connected circuits
O. Maoz, G. Tkačik, M.S. Esteki, R. Kiani, E. Schneidman, Proceedings of the National Academy of Sciences of the United States of America 117 (2020) 25066–25073.
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O. Maoz, G. Tkačik, M.S. Esteki, R. Kiani, E. Schneidman, Proceedings of the National Academy of Sciences of the United States of America 117 (2020) 25066–25073.
2020 | Research Data | IST-REx-ID: 8930 |
Analysis scripts and research data for the paper "Minimal biophysical model of combined antibiotic action"
B. Kavcic, (2020).
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B. Kavcic, (2020).
2020 | Journal Article | IST-REx-ID: 8955 |
Network physiology of cortico–muscular interactions
R. Rizzo, X. Zhang, J.W.J.L. Wang, F. Lombardi, P.C. Ivanov, Frontiers in Physiology 11 (2020).
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R. Rizzo, X. Zhang, J.W.J.L. Wang, F. Lombardi, P.C. Ivanov, Frontiers in Physiology 11 (2020).
2020 | Journal Article | IST-REx-ID: 9000 |
Nonequilibrium models of optimal enhancer function
R. Grah, B. Zoller, G. Tkačik, PNAS 117 (2020) 31614–31622.
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R. Grah, B. Zoller, G. Tkačik, PNAS 117 (2020) 31614–31622.
2020 | Research Data Reference | IST-REx-ID: 9776
Supporting information
R. Grah, T. Friedlander, (2020).
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R. Grah, T. Friedlander, (2020).
2020 | Research Data Reference | IST-REx-ID: 9777
Maximizing crosstalk
R. Grah, T. Friedlander, (2020).
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R. Grah, T. Friedlander, (2020).
2020 | Research Data Reference | IST-REx-ID: 9779
Distribution of crosstalk values
R. Grah, T. Friedlander, (2020).
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R. Grah, T. Friedlander, (2020).
2020 | Thesis | IST-REx-ID: 8657 |
Perturbations of protein synthesis: from antibiotics to genetics and physiology
B. Kavcic, Perturbations of Protein Synthesis: From Antibiotics to Genetics and Physiology, IST Austria, 2020.
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B. Kavcic, Perturbations of Protein Synthesis: From Antibiotics to Genetics and Physiology, IST Austria, 2020.
2020 | Journal Article | IST-REx-ID: 8250 |
Mechanisms of drug interactions between translation-inhibiting antibiotics
B. Kavcic, G. Tkačik, M.T. Bollenbach, Nature Communications 11 (2020).
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B. Kavcic, G. Tkačik, M.T. Bollenbach, Nature Communications 11 (2020).
2020 | Preprint | IST-REx-ID: 7673 |
A minimal biophysical model of combined antibiotic action
B. Kavcic, G. Tkačik, M.T. Bollenbach, BioRxiv (2020).
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B. Kavcic, G. Tkačik, M.T. Bollenbach, BioRxiv (2020).
2020 | Journal Article | IST-REx-ID: 7652 |
Gene amplification as a form of population-level gene expression regulation
I. Tomanek, R. Grah, M. Lagator, A.M.C. Andersson, J.P. Bollback, G. Tkačik, C.C. Guet, Nature Ecology & Evolution 4 (2020) 612–625.
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I. Tomanek, R. Grah, M. Lagator, A.M.C. Andersson, J.P. Bollback, G. Tkačik, C.C. Guet, Nature Ecology & Evolution 4 (2020) 612–625.
2019 | Journal Article | IST-REx-ID: 5817 |
Limiting shapes of confined lipid vesicles
B. Kavcic, A. Sakashita, H. Noguchi, P. Ziherl, Soft Matter 15 (2019) 602–614.
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B. Kavcic, A. Sakashita, H. Noguchi, P. Ziherl, Soft Matter 15 (2019) 602–614.
2019 | Journal Article | IST-REx-ID: 5945 |
Optimal decoding of cellular identities in a genetic network
M.D. Petkova, G. Tkačik, W. Bialek, E.F. Wieschaus, T. Gregor, Cell 176 (2019) 844–855.e15.
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M.D. Petkova, G. Tkačik, W. Bialek, E.F. Wieschaus, T. Gregor, Cell 176 (2019) 844–855.e15.
2019 | Journal Article | IST-REx-ID: 6046 |
Temporal order and precision of complex stress responses in individual bacteria
K. Mitosch, G. Rieckh, M.T. Bollenbach, Molecular Systems Biology 15 (2019).
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K. Mitosch, G. Rieckh, M.T. Bollenbach, Molecular Systems Biology 15 (2019).
2019 | Journal Article | IST-REx-ID: 6049 |
Feedback-induced self-oscillations in large interacting systems subjected to phase transitions
D. De Martino, Journal of Physics A: Mathematical and Theoretical 52 (2019).
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D. De Martino, Journal of Physics A: Mathematical and Theoretical 52 (2019).
2019 | Thesis | IST-REx-ID: 6071 |
Coevolution of transcription factors and their binding sites in sequence space
R. Prizak, Coevolution of Transcription Factors and Their Binding Sites in Sequence Space, IST Austria, 2019.
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R. Prizak, Coevolution of Transcription Factors and Their Binding Sites in Sequence Space, IST Austria, 2019.
2019 | Journal Article | IST-REx-ID: 7103 |
Non-equilibrium critical dynamics of bursts in θ and δ rhythms as fundamental characteristic of sleep and wake micro-architecture
J.W.J.L. Wang, F. Lombardi, X. Zhang, C. Anaclet, P.C. Ivanov, PLOS Computational Biology 15 (2019).
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J.W.J.L. Wang, F. Lombardi, X. Zhang, C. Anaclet, P.C. Ivanov, PLOS Computational Biology 15 (2019).
2019 | Journal Article | IST-REx-ID: 7422 |
eGFRD in all dimensions
T.R. Sokolowski, J. Paijmans, L. Bossen, T. Miedema, M. Wehrens, N.B. Becker, K. Kaizu, K. Takahashi, M. Dogterom, P.R. ten Wolde, The Journal of Chemical Physics 150 (2019).
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| arXiv
T.R. Sokolowski, J. Paijmans, L. Bossen, T. Miedema, M. Wehrens, N.B. Becker, K. Kaizu, K. Takahashi, M. Dogterom, P.R. ten Wolde, The Journal of Chemical Physics 150 (2019).
2019 | Preprint | IST-REx-ID: 7552 |
Action at a distance in transcriptional regulation
W. Bialek, T. Gregor, G. Tkačik, ArXiv:1912.08579 (n.d.).
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| arXiv
W. Bialek, T. Gregor, G. Tkačik, ArXiv:1912.08579 (n.d.).
2019 | Conference Paper | IST-REx-ID: 7606 |
A tight upper bound on mutual information
M. Hledik, T.R. Sokolowski, G. Tkačik, in:, IEEE Information Theory Workshop, ITW 2019, IEEE, 2019.
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M. Hledik, T.R. Sokolowski, G. Tkačik, in:, IEEE Information Theory Workshop, ITW 2019, IEEE, 2019.
2019 | Journal Article | IST-REx-ID: 6090 |
Receptor crosstalk improves concentration sensing of multiple ligands
M. Carballo-Pacheco, J. Desponds, T. Gavrilchenko, A. Mayer, R. Prizak, G. Reddy, I. Nemenman, T. Mora, Physical Review E 99 (2019).
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M. Carballo-Pacheco, J. Desponds, T. Gavrilchenko, A. Mayer, R. Prizak, G. Reddy, I. Nemenman, T. Mora, Physical Review E 99 (2019).
2019 | Thesis | IST-REx-ID: 6473 |
Estimating information flow in single cells
S.A. Cepeda Humerez, Estimating Information Flow in Single Cells, IST Austria, 2019.
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S.A. Cepeda Humerez, Estimating Information Flow in Single Cells, IST Austria, 2019.
2019 | Journal Article | IST-REx-ID: 6784 |
Molecular noise of innate immunity shapes bacteria-phage ecologies
J. Ruess, M. Pleska, C.C. Guet, G. Tkačik, PLoS Computational Biology 15 (2019).
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J. Ruess, M. Pleska, C.C. Guet, G. Tkačik, PLoS Computational Biology 15 (2019).
2019 | Journal Article | IST-REx-ID: 6900 |
Estimating information in time-varying signals
S.A. Cepeda Humerez, J. Ruess, G. Tkačik, PLoS Computational Biology 15 (2019) e1007290.
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S.A. Cepeda Humerez, J. Ruess, G. Tkačik, PLoS Computational Biology 15 (2019) e1007290.
2019 | Research Data Reference | IST-REx-ID: 9786
Supporting text and results
J. Ruess, M. Pleska, C.C. Guet, G. Tkačik, (2019).
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J. Ruess, M. Pleska, C.C. Guet, G. Tkačik, (2019).
2019 | Journal Article | IST-REx-ID: 196 |
Harmonic dynamics of the Abelian sandpile
M. Lang, M. Shkolnikov, Proceedings of the National Academy of Sciences 116 (2019) 2821–2830.
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M. Lang, M. Shkolnikov, Proceedings of the National Academy of Sciences 116 (2019) 2821–2830.
2018 | Journal Article | IST-REx-ID: 281 |
Distributed and dynamic intracellular organization of extracellular information
A. Granados, J. Pietsch, S.A. Cepeda Humerez, I. Farquhar, G. Tkačik, P. Swain, PNAS 115 (2018) 6088–6093.
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A. Granados, J. Pietsch, S.A. Cepeda Humerez, I. Farquhar, G. Tkačik, P. Swain, PNAS 115 (2018) 6088–6093.
2018 | Journal Article | IST-REx-ID: 292 |
Nonlinear decoding of a complex movie from the mammalian retina
V. Botella Soler, S. Deny, G.S. Martius, O. Marre, G. Tkačik, PLoS Computational Biology 14 (2018).
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V. Botella Soler, S. Deny, G.S. Martius, O. Marre, G. Tkačik, PLoS Computational Biology 14 (2018).
2018 | Journal Article | IST-REx-ID: 305
Fabrication and operation of microfluidic hanging drop networks
P. Misun, A. Birchler, M. Lang, A. Hierlemann, O. Frey, Methods in Molecular Biology 1771 (2018) 183–202.
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P. Misun, A. Birchler, M. Lang, A. Hierlemann, O. Frey, Methods in Molecular Biology 1771 (2018) 183–202.
2018 | Journal Article | IST-REx-ID: 306 |
An introduction to the maximum entropy approach and its application to inference problems in biology
A. De Martino, D. De Martino, Heliyon 4 (2018).
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A. De Martino, D. De Martino, Heliyon 4 (2018).
2018 | Journal Article | IST-REx-ID: 31 |
Separating intrinsic interactions from extrinsic correlations in a network of sensory neurons
U. Ferrari, S. Deny, M.J. Chalk, G. Tkačik, O. Marre, T. Mora, Physical Review E 98 (2018).
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U. Ferrari, S. Deny, M.J. Chalk, G. Tkačik, O. Marre, T. Mora, Physical Review E 98 (2018).
2018 | Journal Article | IST-REx-ID: 457
Phage-host population dynamics promotes prophage acquisition in bacteria with innate immunity
M. Pleska, M. Lang, D. Refardt, B. Levin, C.C. Guet, Nature Ecology and Evolution 2 (2018) 359–366.
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M. Pleska, M. Lang, D. Refardt, B. Levin, C.C. Guet, Nature Ecology and Evolution 2 (2018) 359–366.
2018 | Journal Article | IST-REx-ID: 543 |
Toward a unified theory of efficient, predictive, and sparse coding
M.J. Chalk, O. Marre, G. Tkačik, PNAS 115 (2018) 186–191.
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M.J. Chalk, O. Marre, G. Tkačik, PNAS 115 (2018) 186–191.
2018 | Research Data | IST-REx-ID: 5584 |
Nonlinear decoding of a complex movie from the mammalian retina
S. Deny, O. Marre, V. Botella-Soler, G.S. Martius, G. Tkačik, (2018).
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S. Deny, O. Marre, V. Botella-Soler, G.S. Martius, G. Tkačik, (2018).
2018 | Research Data | IST-REx-ID: 5587 |
Supporting materials "STATISTICAL MECHANICS FOR METABOLIC NETWORKS IN STEADY-STATE GROWTH"
D. De Martino, G. Tkačik, (2018).
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D. De Martino, G. Tkačik, (2018).
2018 | Journal Article | IST-REx-ID: 161 |
Statistical mechanics for metabolic networks during steady state growth
D. De Martino, A.A. Mc, T. Bergmiller, C.C. Guet, G. Tkačik, Nature Communications 9 (2018).
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D. De Martino, A.A. Mc, T. Bergmiller, C.C. Guet, G. Tkačik, Nature Communications 9 (2018).
2018 | Journal Article | IST-REx-ID: 19 |
Nonoptimal gene expression creates latent potential for antibiotic resistance
A. Palmer, R.P. Chait, R. Kishony, Molecular Biology and Evolution 35 (2018) 2669–2684.
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A. Palmer, R.P. Chait, R. Kishony, Molecular Biology and Evolution 35 (2018) 2669–2684.
2018 | Research Data Reference | IST-REx-ID: 9831
Implementation of the inference method in Matlab
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkačik, (2018).
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K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkačik, (2018).
2018 | Journal Article | IST-REx-ID: 406 |
Probabilistic models of individual and collective animal behavior
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkačik, PLoS One 13 (2018).
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K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkačik, PLoS One 13 (2018).