Inferring couplings in networks across order-disorder phase transitions
V. Ngampruetikorn, V. Sachdeva, J. Torrence, J. Humplik, D.J. Schwab, S.E. Palmer, Physical Review Research 4 (2022).

Eukaryotic gene regulation at equilibrium, or non?
B. Zoller, T. Gregor, G. Tkadik, Current Opinion in Systems Biology 31 (2022).

Disentangling cadherin-mediated cell-cell interactions in collective cancer cell migration
T. Zisis, D. Brückner, T. Brandstätter, W.X. Siow, J. d’Alessandro, A.M. Vollmar, C.P. Broedersz, S. Zahler, Biophysical Journal 121 (2022) -60.

Predicting bacterial promoter function and evolution from random sequences
M. Lagator, S. Sarikas, M. Steinrueck, D. Toledo-Aparicio, J.P. Bollback, C.C. Guet, G. Tkadik, ELife 11 (2022).

Efficient coding theory of dynamic attentional modulation
W.F. Mlynarski, G. Tkadik, PLoS Biology 20 (2022) e3001889.

Accumulation and maintenance of information in evolution
M. Hledik, N.H. Barton, G. Tkadik, Proceedings of the National Academy of Sciences 119 (2022).

Dynamic maximum entropy provides accurate approximation of structured population dynamics
K. Bodova, E. Szep, N.H. Barton, PLoS Computational Biology 17 (2021).

Quantifying the coexistence of neuronal oscillations and avalanches
F. Lombardi, S. Pepic, O. Shriki, G. Tkadik, D. De Martino, (n.d.).

Token-driven totally asymmetric simple exclusion process
B. Kavcic, G. Tkadik, ArXiv (n.d.).

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 461 (2021) 657–666.

The many bits of positional information
G. Tkadik, T. Gregor, Development 148 (2021).

Efficient and adaptive sensory codes
W.F. Mlynarski, A.M. Hermundstad, Nature Neuroscience 24 (2021) 998–1009.

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.

Fast and accurate amplitude demodulation of wideband signals
M. Gabrielaitis, IEEE Transactions on Signal Processing 69 (2021) 4039–4054.

Inferring the function performed by a recurrent neural network
M.J. Chalk, G. Tkadik, O. Marre, PLoS ONE 16 (2021).

Minimal biophysical model of combined antibiotic action
B. Kavcic, G. Tkadik, M.T. Bollenbach, PLOS Computational Biology 17 (2021).

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).

Statistical analysis and optimality of neural systems
W.F. Mlynarski, M. Hledik, T.R. Sokolowski, G. Tkadik, Neuron 109 (2021) 1227–1241.e5.

The structure of hippocampal C interactions optimizes spatial coding across experience
M. Nardin, J.L. Csicsvari, G. Tkadik, C. Savin, BioRxiv (n.d.).

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).

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).

Distribution of crosstalk values
R. Grah, T. Friedlander, (2020).

Supporting information
R. Grah, T. Friedlander, (2020).

Clustering of neural activity: A design principle for population codes
M.J. Berry, G. Tkadik, Frontiers in Computational Neuroscience 14 (2020).

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.

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).

Nonequilibrium models of optimal enhancer function
R. Grah, B. Zoller, G. Tkadik, PNAS 117 (2020) 31614–31622.

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.

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.

Normative models of enhancer function
R. Grah, B. Zoller, G. Tkadik, BioRxiv (2020).

The relation between crosstalk and gene regulation form revisited
R. Grah, T. Friedlander, PLOS Computational Biology 16 (2020).

Maximizing crosstalk
R. Grah, T. Friedlander, (2020).

Analysis scripts and research data for the paper "Mechanisms of drug interactions between translation-inhibiting antibiotics"
B. Kavcic, (2020).

Analysis scripts and research data for the paper "Minimal biophysical model of combined antibiotic action"
B. Kavcic, (2020).

Matlab scripts for the Paper: Gene Amplification as a Form of Population-Level Gene Expression regulation
R. Grah, (2020).

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.

Mechanisms of drug interactions between translation-inhibiting antibiotics
B. Kavcic, G. Tkadik, M.T. Bollenbach, Nature Communications 11 (2020).

A minimal biophysical model of combined antibiotic action
B. Kavcic, G. Tkadik, M.T. Bollenbach, BioRxiv (2020).

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.

Action at a distance in transcriptional regulation
W. Bialek, T. Gregor, G. Tkadik, ArXiv:1912.08579 (n.d.).

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.

Feedback-induced self-oscillations in large interacting systems subjected to phase transitions
D. De Martino, Journal of Physics A: Mathematical and Theoretical 52 (2019).

Temporal order and precision of complex stress responses in individual bacteria
K. Mitosch, G. Rieckh, M.T. Bollenbach, Molecular Systems Biology 15 (2019).

Molecular noise of innate immunity shapes bacteria-phage ecologies
J. Ruess, M. Pleska, C.C. Guet, G. Tkadik, PLoS Computational Biology 15 (2019).

Supporting text and results
J. Ruess, M. Pleska, C.C. Guet, G. Tkadik, (2019).

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).

Estimating information in time-varying signals
S.A. Cepeda Humerez, J. Ruess, G. Tkadik, PLoS Computational Biology 15 (2019) e1007290.

Harmonic dynamics of the Abelian sandpile
M. Lang, M. Shkolnikov, Proceedings of the National Academy of Sciences 116 (2019) 2821–2830.

Limiting shapes of confined lipid vesicles
B. Kavcic, A. Sakashita, H. Noguchi, P. Ziherl, Soft Matter 15 (2019) 602–614.

Estimating information flow in single cells
S.A. Cepeda Humerez, Estimating Information Flow in Single Cells, Institute of Science and Technology Austria, 2019.

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.

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).

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).

A tight upper bound on mutual information
M. Hledik, T.R. Sokolowski, G. Tkadik, in:, IEEE Information Theory Workshop, ITW 2019, IEEE, 2019.

An introduction to the maximum entropy approach and its application to inference problems in biology
A. De Martino, D. De Martino, Heliyon 4 (2018).

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.

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.

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.

Supplemental material for Bodova et al., 2018
K. Bodova, T. Priklopil, D. Field, N.H. Barton, M. Pickup, (2018).

Probabilistic models of individual and collective animal behavior
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkadik, PLoS One 13 (2018).

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.

Implementation of the inference method in Matlab
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkadik, (2018).

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).

Toward a unified theory of efficient, predictive, and sparse coding
M.J. Chalk, O. Marre, G. Tkadik, PNAS 115 (2018) 186–191.

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.

Nonoptimal gene expression creates latent potential for antibiotic resistance
A. Palmer, R.P. Chait, R. Kishony, Molecular Biology and Evolution 35 (2018) 2669–2684.

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).

Nonlinear decoding of a complex movie from the mammalian retina
S. Deny, O. Marre, V. Botella-Soler, G.S. Martius, G. Tkadik, (2018).

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).

Supporting materials "STATISTICAL MECHANICS FOR METABOLIC NETWORKS IN STEADY-STATE GROWTH"
D. De Martino, G. Tkadik, (2018).

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.

Data for the paper Evolutionary potential of transcription factors for gene regulatory rewiring
C. Igler, M. Lagator, G. Tkadik, J.P. Bollback, C.C. Guet, (2018).

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).

Dynamical self consistency leads to behavioral development and emergent social interactions in robots
R. Der, G.S. Martius, in:, IEEE, 2017.

Self organized behavior generation for musculoskeletal robots
R. Der, G.S. Martius, Frontiers in Neurorobotics 11 (2017).

Probabilistic models for neural populations that naturally capture global coupling and criticality
J. Humplik, G. Tkadik, PLoS Computational Biology 13 (2017).

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.

Data from: Error-robust modes of the retinal population code
J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkadik, M. Berry, (2017).

Sensory noise predicts divisive reshaping of receptive fields
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, PLoS Computational Biology 13 (2017).

Supplementary appendix
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, (2017).

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.

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.

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).

Subsampling scaling
A. Levina (Martius), V. Priesemann, Nature Communications 8 (2017).

Evolution of new regulatory functions on biophysically realistic fitness landscapes
T. Friedlander, R. Prizak, N.H. Barton, G. Tkadik, Nature Communications 8 (2017).

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.

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).

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.

Phase transitions in integer linear problems
S. Colabrese, D. De Martino, L. Leuzzi, E. Marinari,  Journal of Statistical Mechanics: Theory and Experiment 2017 (2017).

Maximum entropy models as a tool for building precise neural controls
C. Savin, G. Tkadik, Current Opinion in Neurobiology 46 (2017) 120–126.

Maximum entropy modeling of metabolic networks by constraining growth-rate moments predicts coexistence of phenotypes
D. De Martino, Physical Review E 96 (2017).

Zeros of nonlinear systems with input invariances
M. Lang, E. Sontag, Automatica 81C (2017) 46–55.

Multi-electrode array recording from salamander retinal ganglion cells
O. Marre, G. Tkadik, D. Amodei, E. Schneidman, W. Bialek, M. Berry, (2017).

Biased partitioning of the multi-drug 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, (2017).

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.

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.

Relevant sparse codes with variational information bottleneck
M.J. Chalk, O. Marre, G. Tkadik, in:, Neural Information Processing Systems, 2016, pp. 1965–1973.

Estimating nonlinear neural response functions using GP priors and Kronecker methods
C. Savin, G. Tkadik, in:, Neural Information Processing Systems, 2016, pp. 3610–3618.

Modular parameter identification of biomolecular networks
M. Lang, J. Stelling, SIAM Journal on Scientific Computing 38 (2016) 8–08.

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.