Minimal biophysical model of combined antibiotic action
B. Kavcic, G. Tkadik, M.T. Bollenbach, PLOS Computational Biology 17 (2021).
LibreCat: https://research-explorer.ista.ac.at/record/8997
DOI: 10.1371/journal.pcbi.1008529
WoS: 000608045000010

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).
LibreCat: https://research-explorer.ista.ac.at/record/9283
DOI: 10.7554/elife.65993
WoS: 000631050900001

Statistical analysis and optimality of neural systems
W.F. Mlynarski, M. Hledik, T.R. Sokolowski, G. Tkadik, Neuron 109 (2021) 1227–1241.e5.
LibreCat: https://research-explorer.ista.ac.at/record/7553
DOI: 10.1016/j.neuron.2021.01.020
WoS: 000637809600006

The structure of hippocampal C interactions optimizes spatial coding across experience
M. Nardin, J.L. Csicsvari, G. Tkadik, C. Savin, BioRxiv (n.d.).
LibreCat: https://research-explorer.ista.ac.at/record/10077
DOI: 10.1101/2021.09.28.460602

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).
LibreCat: https://research-explorer.ista.ac.at/record/8105
DOI: 10.1051/epjconf/202023000005

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).
LibreCat: https://research-explorer.ista.ac.at/record/7490
DOI: 10.7554/eLife.52067
WoS: 000514104100001
PMID: 31971511

Distribution of crosstalk values
R. Grah, T. Friedlander, (2020).
LibreCat: https://research-explorer.ista.ac.at/record/9779
DOI: 10.1371/journal.pcbi.1007642.s003

Supporting information
R. Grah, T. Friedlander, (2020).
LibreCat: https://research-explorer.ista.ac.at/record/9776
DOI: 10.1371/journal.pcbi.1007642.s001

Clustering of neural activity: A design principle for population codes
M.J. Berry, G. Tkadik, Frontiers in Computational Neuroscience 14 (2020).
LibreCat: https://research-explorer.ista.ac.at/record/7656
DOI: 10.3389/fncom.2020.00020
WoS: 000525543200001
PMID: 32231528

Learning probabilistic neural representations with randomly connected circuits
O. Maoz, G. Tkadik, M.S. Esteki, R. Kiani, E. Schneidman, Proceedings of the National Academy of Sciences of the United States of America 117 (2020) 25066–25073.
LibreCat: https://research-explorer.ista.ac.at/record/8698
DOI: 10.1073/pnas.1912804117
WoS: 000579045200012
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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).
LibreCat: https://research-explorer.ista.ac.at/record/8955
DOI: 10.3389/fphys.2020.558070
WoS: 000596849400001
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Nonequilibrium models of optimal enhancer function
R. Grah, B. Zoller, G. Tkadik, PNAS 117 (2020) 31614–31622.
LibreCat: https://research-explorer.ista.ac.at/record/9000
DOI: 10.1073/pnas.2006731117
WoS: 000600608300015
PMID: 33268497

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.
LibreCat: https://research-explorer.ista.ac.at/record/8084
DOI: 10.1523/jneurosci.1278-19.2019
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PMID: 31694962

Gene regulation across scales – how biophysical constraints shape evolution
R. Grah, Gene Regulation across Scales – How Biophysical Constraints Shape Evolution, Institute of Science and Technology Austria, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/8155
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Normative models of enhancer function
R. Grah, B. Zoller, G. Tkadik, BioRxiv (2020).
LibreCat: https://research-explorer.ista.ac.at/record/7675
DOI: 10.1101/2020.04.08.029405

The relation between crosstalk and gene regulation form revisited
R. Grah, T. Friedlander, PLOS Computational Biology 16 (2020).
LibreCat: https://research-explorer.ista.ac.at/record/7569
DOI: 10.1371/journal.pcbi.1007642
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Maximizing crosstalk
R. Grah, T. Friedlander, (2020).
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DOI: 10.1371/journal.pcbi.1007642.s002

Perturbations of protein synthesis: from antibiotics to genetics and physiology
B. Kavcic, Perturbations of Protein Synthesis: From Antibiotics to Genetics and Physiology, Institute of Science and Technology Austria, 2020.
LibreCat: https://research-explorer.ista.ac.at/record/8657
DOI: 10.15479/AT:ISTA:8657

Mechanisms of drug interactions between translation-inhibiting antibiotics
B. Kavcic, G. Tkadik, M.T. Bollenbach, Nature Communications 11 (2020).
LibreCat: https://research-explorer.ista.ac.at/record/8250
DOI: 10.1038/s41467-020-17734-z
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A minimal biophysical model of combined antibiotic action
B. Kavcic, G. Tkadik, M.T. Bollenbach, BioRxiv (2020).
LibreCat: https://research-explorer.ista.ac.at/record/7673
DOI: 10.1101/2020.04.18.047886

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. Tkadik, C.C. Guet, Nature Ecology &; Evolution 4 (2020) 612–625.
LibreCat: https://research-explorer.ista.ac.at/record/7652
DOI: 10.1038/s41559-020-1132-7
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Action at a distance in transcriptional regulation
W. Bialek, T. Gregor, G. Tkadik, ArXiv:1912.08579 (n.d.).
LibreCat: https://research-explorer.ista.ac.at/record/7552
arXiv: 1912.08579

Optimal decoding of cellular identities in a genetic network
M.D. Petkova, G. Tkadik, W. Bialek, E.F. Wieschaus, T. Gregor, Cell 176 (2019) 844–855.e15.
LibreCat: https://research-explorer.ista.ac.at/record/5945
DOI: 10.1016/j.cell.2019.01.007
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PMID: 30712870

Feedback-induced self-oscillations in large interacting systems subjected to phase transitions
D. De Martino, Journal of Physics A: Mathematical and Theoretical 52 (2019).
LibreCat: https://research-explorer.ista.ac.at/record/6049
DOI: 10.1088/1751-8121/aaf2dd
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Temporal order and precision of complex stress responses in individual bacteria
K. Mitosch, G. Rieckh, M.T. Bollenbach, Molecular Systems Biology 15 (2019).
LibreCat: https://research-explorer.ista.ac.at/record/6046
DOI: 10.15252/msb.20188470
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Molecular noise of innate immunity shapes bacteria-phage ecologies
J. Ruess, M. Pleska, C.C. Guet, G. Tkadik, PLoS Computational Biology 15 (2019).
LibreCat: https://research-explorer.ista.ac.at/record/6784
DOI: 10.1371/journal.pcbi.1007168
WoS: 000481577700032

Supporting text and results
J. Ruess, M. Pleska, C.C. Guet, G. Tkadik, (2019).
LibreCat: https://research-explorer.ista.ac.at/record/9786
DOI: 10.1371/journal.pcbi.1007168.s001

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).
LibreCat: https://research-explorer.ista.ac.at/record/7422
DOI: 10.1063/1.5064867
WoS: 000458109300009
arXiv: 1708.09364

Estimating information in time-varying signals
S.A. Cepeda Humerez, J. Ruess, G. Tkadik, PLoS Computational Biology 15 (2019) e1007290.
LibreCat: https://research-explorer.ista.ac.at/record/6900
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PMID: 31479447

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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DOI: 10.1073/pnas.1812015116
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arXiv: 1806.10823

Limiting shapes of confined lipid vesicles
B. Kavcic, A. Sakashita, H. Noguchi, P. Ziherl, Soft Matter 15 (2019) 602–614.
LibreCat: https://research-explorer.ista.ac.at/record/5817
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Estimating information flow in single cells
S.A. Cepeda Humerez, Estimating Information Flow in Single Cells, Institute of Science and Technology Austria, 2019.
LibreCat: https://research-explorer.ista.ac.at/record/6473
DOI: 10.15479/AT:ISTA:6473

Coevolution of transcription factors and their binding sites in sequence space
R. Prizak, Coevolution of Transcription Factors and Their Binding Sites in Sequence Space, Institute of Science and Technology Austria, 2019.
LibreCat: https://research-explorer.ista.ac.at/record/6071
DOI: 10.15479/at:ista:th6071

Non-equilibrium critical dynamics of bursts in ;8 and ;4 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).
LibreCat: https://research-explorer.ista.ac.at/record/7103
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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).
LibreCat: https://research-explorer.ista.ac.at/record/6090
DOI: 10.1103/PhysRevE.99.022423
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A tight upper bound on mutual information
M. Hledik, T.R. Sokolowski, G. Tkadik, in:, IEEE Information Theory Workshop, ITW 2019, IEEE, 2019.
LibreCat: https://research-explorer.ista.ac.at/record/7606
DOI: 10.1109/ITW44776.2019.8989292
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arXiv: 1812.01475

An introduction to the maximum entropy approach and its application to inference problems in biology
A. De Martino, D. De Martino, Heliyon 4 (2018).
LibreCat: https://research-explorer.ista.ac.at/record/306
DOI: 10.1016/j.heliyon.2018.e00596

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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DOI: 10.1007/978-1-4939-7792-5_15

Distributed and dynamic intracellular organization of extracellular information
A. Granados, J. Pietsch, S.A. Cepeda Humerez, I. Farquhar, G. Tkadik, P. Swain, PNAS 115 (2018) 6088–6093.
LibreCat: https://research-explorer.ista.ac.at/record/281
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Evolutionary pathways for the generation of new self-incompatibility haplotypes in a non-self recognition system
K. Bodova, T. Priklopil, D. Field, N.H. Barton, M. Pickup, Genetics 209 (2018) 861–883.
LibreCat: https://research-explorer.ista.ac.at/record/316
DOI: 10.1534/genetics.118.300748
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Supplemental material for Bodova et al., 2018
K. Bodova, T. Priklopil, D. Field, N.H. Barton, M. Pickup, (2018).
LibreCat: https://research-explorer.ista.ac.at/record/9813
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Probabilistic models of individual and collective animal behavior
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkadik, PLoS One 13 (2018).
LibreCat: https://research-explorer.ista.ac.at/record/406
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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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DOI: 10.1038/s41559-017-0424-z
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Implementation of the inference method in Matlab
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkadik, (2018).
LibreCat: https://research-explorer.ista.ac.at/record/9831
DOI: 10.1371/journal.pone.0193049.s001

Separating intrinsic interactions from extrinsic correlations in a network of sensory neurons
U. Ferrari, S. Deny, M.J. Chalk, G. Tkadik, O. Marre, T. Mora, Physical Review E 98 (2018).
LibreCat: https://research-explorer.ista.ac.at/record/31
DOI: 10.1103/PhysRevE.98.042410
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Toward a unified theory of efficient, predictive, and sparse coding
M.J. Chalk, O. Marre, G. Tkadik, PNAS 115 (2018) 186–191.
LibreCat: https://research-explorer.ista.ac.at/record/543
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Well posedness and maximum entropy approximation for the dynamics of quantitative traits
K. Bodova, J. Haskovec, P. Markowich, Physica D: Nonlinear Phenomena 376–377 (2018) 108–120.
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arXiv: 1704.08757

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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Nonlinear decoding of a complex movie from the mammalian retina
V. Botella Soler, S. Deny, G.S. Martius, O. Marre, G. Tkadik, PLoS Computational Biology 14 (2018).
LibreCat: https://research-explorer.ista.ac.at/record/292
DOI: 10.1371/journal.pcbi.1006057
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Statistical mechanics for metabolic networks during steady state growth
D. De Martino, A.A. Mc, T. Bergmiller, C.C. Guet, G. Tkadik, Nature Communications 9 (2018).
LibreCat: https://research-explorer.ista.ac.at/record/161
DOI: 10.1038/s41467-018-05417-9
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Evolutionary potential of transcription factors for gene regulatory rewiring
C. Igler, M. Lagator, G. Tkadik, J.P. Bollback, C.C. Guet, Nature Ecology and Evolution 2 (2018) 1633–1643.
LibreCat: https://research-explorer.ista.ac.at/record/67
DOI: 10.1038/s41559-018-0651-y
WoS: 000447947600021

Shaping bacterial population behavior through computer interfaced control of individual cells
R.P. Chait, J. Ruess, T. Bergmiller, G. Tkadik, C.C. Guet, Nature Communications 8 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/613
DOI: 10.1038/s41467-017-01683-1

Dynamical self consistency leads to behavioral development and emergent social interactions in robots
R. Der, G.S. Martius, in:, IEEE, 2017.
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Self organized behavior generation for musculoskeletal robots
R. Der, G.S. Martius, Frontiers in Neurorobotics 11 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/658
DOI: 10.3389/fnbot.2017.00008

Probabilistic models for neural populations that naturally capture global coupling and criticality
J. Humplik, G. Tkadik, PLoS Computational Biology 13 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/720
DOI: 10.1371/journal.pcbi.1005763

Discrete modes of social information processing predict individual behavior of fish in a group
R. Harpaz, G. Tkadik, E. Schneidman, PNAS 114 (2017) 10149–10154.
LibreCat: https://research-explorer.ista.ac.at/record/725
DOI: 10.1073/pnas.1703817114
PMID: 28874581

Data from: Error-robust modes of the retinal population code
J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkadik, M. Berry, (2017).
LibreCat: https://research-explorer.ista.ac.at/record/9709
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Sensory noise predicts divisive reshaping of receptive fields
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, PLoS Computational Biology 13 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/680
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Supplementary appendix
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, (2017).
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Noisy response to antibiotic stress predicts subsequent single cell survival in an acidic environment
K. Mitosch, G. Rieckh, M.T. Bollenbach, Cell Systems 4 (2017) 393–403.
LibreCat: https://research-explorer.ista.ac.at/record/666
DOI: 10.1016/j.cels.2017.03.001

Exact goodness-of-fit testing for the Ising model
A. Martin Del Campo Sanchez, S.A. Cepeda Humerez, C. Uhler, Scandinavian Journal of Statistics 44 (2017) 285–306.
LibreCat: https://research-explorer.ista.ac.at/record/2016
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Multiplexed computations in retinal ganglion cells of a single type
S. Deny, U. Ferrari, E. Mace, P. Yger, R. Caplette, S. Picaud, G. Tkadik, O. Marre, Nature Communications 8 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/1104
DOI: 10.1038/s41467-017-02159-y
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Subsampling scaling
A. Levina (Martius), V. Priesemann, Nature Communications 8 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/993
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Evolution of new regulatory functions on biophysically realistic fitness landscapes
T. Friedlander, R. Prizak, N.H. Barton, G. Tkadik, Nature Communications 8 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/955
DOI: 10.1038/s41467-017-00238-8
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Scales and multimodal flux distributions in stationary metabolic network models via thermodynamics
D. De Martino,  Physical Review E Statistical Nonlinear and Soft Matter Physics  95 (2017) 062419.
LibreCat: https://research-explorer.ista.ac.at/record/959
DOI: 10.1103/PhysRevE.95.062419
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Quantifying the entropic cost of cellular growth control
D. De Martino, F. Capuani, A. De Martino,  Physical Review E Statistical Nonlinear and Soft Matter Physics  96 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/947
DOI: 10.1103/PhysRevE.96.010401
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Decoding of position in the developing neural tube from antiparallel morphogen gradients
M.P. Zagórski, Y. Tabata, N. Brandenberg, M. Lutolf, G. Tkadik, T. Bollenbach, J. Briscoe, A. Kicheva, Science 356 (2017) 1379–1383.
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Phase transitions in integer linear problems
S. Colabrese, D. De Martino, L. Leuzzi, E. Marinari,  Journal of Statistical Mechanics: Theory and Experiment 2017 (2017).
LibreCat: https://research-explorer.ista.ac.at/record/823
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Maximum entropy models as a tool for building precise neural controls
C. Savin, G. Tkadik, Current Opinion in Neurobiology 46 (2017) 120–126.
LibreCat: https://research-explorer.ista.ac.at/record/730
DOI: 10.1016/j.conb.2017.08.001
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Maximum entropy modeling of metabolic networks by constraining growth-rate moments predicts coexistence of phenotypes
D. De Martino, Physical Review E 96 (2017).
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Zeros of nonlinear systems with input invariances
M. Lang, E. Sontag, Automatica 81C (2017) 46–55.
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Biased partitioning of the multidrug efflux pump AcrAB TolC underlies long lived phenotypic heterogeneity
T. Bergmiller, A.M. Andersson, K. Tomasek, E. Balleza, D. Kiviet, R. Hauschild, G. Tkadik, C.C. Guet, Science 356 (2017) 311–315.
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An effective feedback loop between cell-cell contact duration and morphogen signaling determines cell fate
V. Barone, M. Lang, G. Krens, S. Pradhan, S. Shamipour, K. Sako, M.K. Sikora, C.C. Guet, C.-P.J. Heisenberg, Developmental Cell 43 (2017) 198–211.
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DOI: 10.1016/j.devcel.2017.09.014
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Relevant sparse codes with variational information bottleneck
M.J. Chalk, O. Marre, G. Tkadik, in:, Neural Information Processing Systems, 2016, pp. 1965–1973.
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Estimating nonlinear neural response functions using GP priors and Kronecker methods
C. Savin, G. Tkadik, in:, Neural Information Processing Systems, 2016, pp. 3610–3618.
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Modular parameter identification of biomolecular networks
M. Lang, J. Stelling, SIAM Journal on Scientific Computing 38 (2016) 8–08.
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Understanding regulatory networks requires more than computing a multitude of graph statistics: Comment on &quot;Drivers of structural features in gene regulatory networks: From biophysical constraints to biological function&quot; by O. C. Martin et al.
G. Tkadik, Physics of Life Reviews 17 (2016) 166–167.
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Asymptotic analysis of noisy fitness maximization, applied to metabolism &amp; growth
D. De Martino, D. Masoero,  Journal of Statistical Mechanics: Theory and Experiment 2016 (2016).
LibreCat: https://research-explorer.ista.ac.at/record/1188
DOI: 10.1088/1742-5468/aa4e8f

Comparative genomic analysis of Haemophilus haemolyticus and nontypeable Haemophilus influenzae and a new testing scheme for their discrimination
F. Hu, L. Rishishwar, A. Sivadas, G. Mitchell, J. King, T. Murphy, J. Gilsdorf, L. Mayer, X. Wang, Journal of Clinical Microbiology 54 (2016) 3010–3017.
LibreCat: https://research-explorer.ista.ac.at/record/1203
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Compliant control for soft robots: Emergent behavior of a tendon driven anthropomorphic arm
G.S. Martius, R. Hostettler, A. Knoll, R. Der, in:, IEEE, 2016.
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Fuselage boundary layer ingestion propulsion applied to a thin haul commuter aircraft for optimal efficiency
G. Miki, A. Stoll, J. Bevirt, R. Grah, M. Moore, in:, AIAA, 2016, pp. 1–19.
LibreCat: https://research-explorer.ista.ac.at/record/1220
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Extending the dynamic range of transcription factor action by translational regulation
T.R. Sokolowski, A. Walczak, W. Bialek, G. Tkadik, Physical Review E Statistical Nonlinear and Soft Matter Physics 93 (2016).
LibreCat: https://research-explorer.ista.ac.at/record/1242
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Chimera proteins with affinity for membranes and microtubule tips polarize in the membrane of fission yeast cells
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