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159 Publications


2021 | Journal Article | IST-REx-ID: 8997 | OA
Minimal biophysical model of combined antibiotic action
B. Kavcic, G. Tkačik, M.T. Bollenbach, PLOS Computational Biology 17 (2021).
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2021 | Journal Article | IST-REx-ID: 9226
The many bits of positional information
G. Tkačik, T. Gregor, Development 148 (2021).
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2021 | Journal Article | IST-REx-ID: 9283 | OA
Local genetic context shapes the function of a gene regulatory network
A.A. Nagy-Staron, K. Tomasek, C. Caruso Carter, E. Sonnleitner, B. Kavcic, T. Paixão, C.C. Guet, ELife 10 (2021).
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2021 | Journal Article | IST-REx-ID: 9362 | OA
Inferring the function performed by a recurrent neural network
M.J. Chalk, G. Tkačik, O. Marre, PLoS ONE 16 (2021).
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2021 | Journal Article | IST-REx-ID: 9439 | OA
Efficient and adaptive sensory codes
W.F. Mlynarski, A.M. Hermundstad, Nature Neuroscience (2021).
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2021 | Journal Article | IST-REx-ID: 7463 | OA
Long-range temporal correlations in the broadband resting state activity of the human brain revealed by neuronal avalanches
F. Lombardi, O. Shriki, H.J. Herrmann, L. de Arcangelis, Neurocomputing (n.d.).
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2021 | Journal Article | IST-REx-ID: 7553 | OA
Statistical analysis and optimality of neural systems
W.F. Mlynarski, M. Hledik, T.R. Sokolowski, G. Tkačik, Neuron 109 (2021) 1227–1241.e5.
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2021 | Journal Article | IST-REx-ID: 9828
Fast and accurate amplitude demodulation of wideband signals
M. Gabrielaitis, IEEE Transactions on Signal Processing 69 (2021) 4039–4054.
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2021 | Journal Article | IST-REx-ID: 9822 | OA
Sequential and switchable patterning for studying cellular processes under spatiotemporal control
T. Zisis, J. Schwarz, M. Balles, M. Kretschmer, M. Nemethova, R.P. Chait, R. Hauschild, J. Lange, C.C. Guet, M.K. Sixt, S. Zahler, ACS Applied Materials and Interfaces 13 (2021) 35545–35560.
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2020 | Journal Article | IST-REx-ID: 8084 | OA
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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2020 | Journal Article | IST-REx-ID: 8105 | OA View | Files available | DOI
 

2020 | Thesis | IST-REx-ID: 8155 | OA
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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2020 | Journal Article | IST-REx-ID: 8250 | OA
Mechanisms of drug interactions between translation-inhibiting antibiotics
B. Kavcic, G. Tkačik, M.T. Bollenbach, Nature Communications 11 (2020).
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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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2020 | Journal Article | IST-REx-ID: 8698 | OA
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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2020 | Journal Article | IST-REx-ID: 7490 | OA
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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2020 | Journal Article | IST-REx-ID: 7656 | OA
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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2020 | Preprint | IST-REx-ID: 7673 | OA
A minimal biophysical model of combined antibiotic action
B. Kavcic, G. Tkačik, M.T. Bollenbach, BioRxiv (2020).
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2020 | Preprint | IST-REx-ID: 7675 | OA
Normative models of enhancer function
R. Grah, B. Zoller, G. Tkačik, BioRxiv (2020).
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2020 | Journal Article | IST-REx-ID: 8955 | OA
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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2020 | Journal Article | IST-REx-ID: 9000 | OA
Nonequilibrium models of optimal enhancer function
R. Grah, B. Zoller, G. Tkačik, PNAS 117 (2020) 31614–31622.
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2020 | Journal Article | IST-REx-ID: 7652 | OA
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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2020 | Journal Article | IST-REx-ID: 7569 | OA
The relation between crosstalk and gene regulation form revisited
R. Grah, T. Friedlander, PLOS Computational Biology 16 (2020).
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2020 | Research Data Reference | IST-REx-ID: 9779
Distribution of crosstalk values
R. Grah, T. Friedlander, (2020).
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2020 | Research Data Reference | IST-REx-ID: 9776
Supporting information
R. Grah, T. Friedlander, (2020).
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2020 | Research Data Reference | IST-REx-ID: 9777
Maximizing crosstalk
R. Grah, T. Friedlander, (2020).
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2019 | Journal Article | IST-REx-ID: 196 | OA
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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2019 | Journal Article | IST-REx-ID: 7422 | OA
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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2019 | Preprint | IST-REx-ID: 7552 | OA
Action at a distance in transcriptional regulation
W. Bialek, T. Gregor, G. Tkačik, ArXiv:1912.08579 (n.d.).
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2019 | Conference Paper | IST-REx-ID: 7606 | OA
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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2019 | Journal Article | IST-REx-ID: 5817 | OA
Limiting shapes of confined lipid vesicles
B. Kavcic, A. Sakashita, H. Noguchi, P. Ziherl, Soft Matter 15 (2019) 602–614.
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2019 | Journal Article | IST-REx-ID: 5945 | OA
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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2019 | Journal Article | IST-REx-ID: 6046 | OA
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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2019 | Journal Article | IST-REx-ID: 6049 | OA
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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2019 | Thesis | IST-REx-ID: 6071 | OA
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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2019 | Journal Article | IST-REx-ID: 6090 | OA
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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2019 | Thesis | IST-REx-ID: 6473 | OA
Estimating information flow in single cells
S.A. Cepeda Humerez, Estimating Information Flow in Single Cells, IST Austria, 2019.
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2019 | Journal Article | IST-REx-ID: 6900 | OA
Estimating information in time-varying signals
S.A. Cepeda Humerez, J. Ruess, G. Tkačik, PLoS Computational Biology 15 (2019) e1007290.
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2019 | Journal Article | IST-REx-ID: 7103 | OA
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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2019 | Journal Article | IST-REx-ID: 6784 | OA
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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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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2018 | Journal Article | IST-REx-ID: 281 | OA
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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2018 | Journal Article | IST-REx-ID: 292 | OA
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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2018 | Journal Article | IST-REx-ID: 19 | OA
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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2018 | Journal Article | IST-REx-ID: 543 | OA
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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2018 | Research Data | IST-REx-ID: 5584 | OA
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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2018 | Research Data | IST-REx-ID: 5587 | OA View | Files available | DOI
 

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