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134 Publications

2018 | Journal Article | IST-REx-ID: 406 | OA
Probabilistic models of individual and collective animal behavior
K. Bod’Ová, G. Mitchell, R. Harpaz, E. Schneidman, G. Tkačik, PLoS One 13 (2018).
View | Files available | DOI
 
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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2018 | Journal Article | IST-REx-ID: 543 | OA
Toward a unified theory of efficient, predictive, and sparse coding
M.J. Chalk, O. Marre, G. Tkacik, 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, Nonlinear Decoding of a Complex Movie from the Mammalian Retina, IST Austria, 2018.
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2018 | Research Data | IST-REx-ID: 5585 | OA
Data for the paper Evolutionary potential of transcription factors for gene regulatory rewiring
C. Igler, M. Lagator, G. Tkačik, J.P. Bollback, C.C. Guet, Data for the Paper Evolutionary Potential of Transcription Factors for Gene Regulatory Rewiring, IST Austria, 2018.
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2018 | Research Data | IST-REx-ID: 5587 | OA
Supporting materials "STATISTICAL MECHANICS FOR METABOLIC NETWORKS IN STEADY-STATE GROWTH"
D. De Martino, G. Tkačik, Supporting Materials “STATISTICAL MECHANICS FOR METABOLIC NETWORKS IN STEADY-STATE GROWTH,” IST Austria, 2018.
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2018 | Journal Article | IST-REx-ID: 607 | OA
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.
View | DOI | Download Submitted Version (ext.) | arXiv
 
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. Tkacik, 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: 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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2018 | Journal Article | IST-REx-ID: 306 | OA View | Files available | DOI
 
2018 | Journal Article | IST-REx-ID: 31 | OA
Separating intrinsic interactions from extrinsic correlations in a network of sensory neurons
U. Ferrari, S. Deny, M.J. Chalk, G. Tkacik, O. Marre, T. Mora, Physical Review E 98 (2018) 042410.
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2018 | Journal Article | IST-REx-ID: 67 | OA
Evolutionary potential of transcription factors for gene regulatory rewiring
C. Igler, M. Lagator, G. Tkačik, J.P. Bollback, C.C. Guet, Nature Ecology and Evolution 2 (2018) 1633–1643.
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2018 | Journal Article | IST-REx-ID: 161 | OA
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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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: 316 | OA
Evolutionary pathways for the generation of new self-incompatibility haplotypes in a non-self recognition system
K. Bod’ová, T. Priklopil, D. Field, N.H. Barton, M. Pickup, Genetics 209 (2018) 861–883.
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2017 | Journal Article | IST-REx-ID: 2016 | OA
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.
View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2017 | Journal Article | IST-REx-ID: 720 | OA View | Files available | DOI
 
2017 | Journal Article | IST-REx-ID: 725 | OA
Discrete modes of social information processing predict individual behavior of fish in a group
R. Harpaz, G. Tkacik, E. Schneidman, PNAS 114 (2017) 10149–10154.
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
2017 | Journal Article | IST-REx-ID: 730
Maximum entropy models as a tool for building precise neural controls
C. Savin, G. Tkacik, Current Opinion in Neurobiology 46 (2017) 120–126.
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2017 | Journal Article | IST-REx-ID: 735
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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2017 | Research Data | IST-REx-ID: 5560 | OA
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. Tkačik, C.C. Guet, Biased Partitioning of the Multi-Drug Efflux Pump AcrAB-TolC Underlies Long-Lived Phenotypic Heterogeneity, IST Austria, 2017.
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2017 | Research Data | IST-REx-ID: 5562 | OA
Multi-electrode array recording from salamander retinal ganglion cells
O. Marre, G. Tkačik, D. Amodei, E. Schneidman, W. Bialek, M. Berry, Multi-Electrode Array Recording from Salamander Retinal Ganglion Cells, IST Austria, 2017.
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2017 | Journal Article | IST-REx-ID: 613 | OA
Shaping bacterial population behavior through computer interfaced control of individual cells
R.P. Chait, J. Ruess, T. Bergmiller, G. Tkačik, C.C. Guet, Nature Communications 8 (2017).
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2017 | Conference Paper | IST-REx-ID: 652 View | DOI
 
2017 | Journal Article | IST-REx-ID: 658 | OA
Self organized behavior generation for musculoskeletal robots
R. Der, G.S. Martius, Frontiers in Neurorobotics 11 (2017).
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2017 | Journal Article | IST-REx-ID: 665
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. Tkacik, C.C. Guet, Science 356 (2017) 311–315.
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2017 | Journal Article | IST-REx-ID: 666 | OA
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.
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2017 | Journal Article | IST-REx-ID: 680 | OA
Sensory noise predicts divisive reshaping of receptive fields
M.J. Chalk, P. Masset, B. Gutkin, S. Denève, PLoS Computational Biology 13 (2017).
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2017 | Journal Article | IST-REx-ID: 823 | OA
Phase transitions in integer linear problems
S. Colabrese, D. De Martino, L. Leuzzi, E. Marinari, Journal of Statistical Mechanics: Theory and Experiment 2017 (2017).
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2017 | Journal Article | IST-REx-ID: 943 | OA
Decoding of position in the developing neural tube from antiparallel morphogen gradients
M.P. Zagórski, Y. Tabata, N. Brandenberg, M. Lutolf, G. Tkacik, T. Bollenbach, J. Briscoe, A. Kicheva, Science 356 (2017) 1379–1383.
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
2017 | Journal Article | IST-REx-ID: 947 | OA
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).
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2017 | Journal Article | IST-REx-ID: 955 | OA
Evolution of new regulatory functions on biophysically realistic fitness landscapes
T. Friedlander, R. Prizak, N.H. Barton, G. Tkačik, Nature Communications 8 (2017).
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2017 | Journal Article | IST-REx-ID: 959 | OA
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.
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2017 | Journal Article | IST-REx-ID: 993 | OA
Subsampling scaling
A. Levina (Martius), V. Priesemann, Nature Communications 8 (2017).
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2017 | Journal Article | IST-REx-ID: 1007 | OA
Zeros of nonlinear systems with input invariances
M. Lang, E. Sontag, Automatica 81C (2017) 46–55.
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2017 | Journal Article | IST-REx-ID: 1104 | OA
Multiplexed computations in retinal ganglion cells of a single type
S. Deny, U. Ferrari, E. Mace, P. Yger, R. Caplette, S. Picaud, G. Tkacik, O. Marre, Nature Communications 8 (2017).
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2016 | Conference Paper | IST-REx-ID: 8094 | OA
Self-organized control of an tendon driven arm by differential extrinsic plasticity
G.S. Martius, R. Hostettler, A. Knoll, R. Der, in:, Proceedings of the Artificial Life Conference 2016, MIT Press, 2016, pp. 142–143.
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2016 | Conference Paper | IST-REx-ID: 948
Neurons equipped with intrinsic plasticity learn stimulus intensity statistics
T. Monk, C. Savin, J. Lücke, in:, Neural Information Processing Systems, 2016, pp. 4285–4293.
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2016 | Journal Article | IST-REx-ID: 1188 | OA
Asymptotic analysis of noisy fitness maximization, applied to metabolism & growth
D. De Martino, D. Masoero, Journal of Statistical Mechanics: Theory and Experiment 2016 (2016).
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2016 | Journal Article | IST-REx-ID: 1197 | OA
Error-robust modes of the retinal population code
J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkačik, M. Berry, PLoS Computational Biology 12 (2016).
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2016 | Journal Article | IST-REx-ID: 1203 | OA
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.
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2016 | Conference Paper | IST-REx-ID: 1214
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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2016 | Conference Paper | IST-REx-ID: 1220 | OA
Fuselage boundary layer ingestion propulsion applied to a thin haul commuter aircraft for optimal efficiency
G. Mikić, A. Stoll, J. Bevirt, R. Grah, M. Moore, in:, AIAA, 2016, pp. 1–19.
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2016 | Journal Article | IST-REx-ID: 1242 | OA
Extending the dynamic range of transcription factor action by translational regulation
T.R. Sokolowski, A. Walczak, W. Bialek, G. Tkacik, Physical Review E Statistical Nonlinear and Soft Matter Physics 93 (2016).
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2016 | Journal Article | IST-REx-ID: 1244 | OA
Chimera proteins with affinity for membranes and microtubule tips polarize in the membrane of fission yeast cells
P. Recouvreux, T.R. Sokolowski, A. Grammoustianou, P. Tenwolde, M. Dogterom, PNAS 113 (2016) 1811–1816.
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2016 | Journal Article | IST-REx-ID: 1248 | OA
Information processing in living systems
G. Tkacik, W. Bialek, Annual Review of Condensed Matter Physics 7 (2016) 89–117.
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2016 | Journal Article | IST-REx-ID: 1260 | OA
The dual of the space of interactions in neural network models
D. De Martino, International Journal of Modern Physics C 27 (2016) 1650067.
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2016 | Journal Article | IST-REx-ID: 1266 | OA View | Files available | DOI
 

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