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114 Publications
2017 | Journal Article | IST-REx-ID: 1104   

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) 1964.
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S. Deny, U. Ferrari, E. Mace, P. Yger, R. Caplette, S. Picaud, G. Tkacik, O. Marre, Nature Communications 8 (2017) 1964.
2017 | Journal Article | IST-REx-ID: 548   

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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D. De Martino, Physical Review E 96 (2017).
2017 | Journal Article | IST-REx-ID: 613   

Shaping bacterial population behavior through computer interfaced control of individual cells
R.P. Chait, J. Ruess, T. Bergmiller, G. Tkacik, C.C. Guet, Nature Communications 8 (2017).
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R.P. Chait, J. Ruess, T. Bergmiller, G. Tkacik, C.C. Guet, Nature Communications 8 (2017).
2017 | Journal Article | IST-REx-ID: 947   

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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D. De Martino, F. Capuani, A. De Martino, Physical Review E Statistical Nonlinear and Soft Matter Physics 96 (2017).
2017 | Journal Article | IST-REx-ID: 959   

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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D. De Martino, Physical Review E Statistical Nonlinear and Soft Matter Physics 95 (2017) 062419.
2017 | Conference Paper | IST-REx-ID: 652
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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R. Der, G.S. Martius, in:, IEEE, 2017.
2017 | Journal Article | IST-REx-ID: 823   

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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S. Colabrese, D. De Martino, L. Leuzzi, E. Marinari, Journal of Statistical Mechanics: Theory and Experiment 2017 (2017).
2017 | Journal Article | IST-REx-ID: 943   

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.
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M.P. Zagórski, Y. Tabata, N. Brandenberg, M. Lutolf, G. Tkacik, T. Bollenbach, J. Briscoe, A. Kicheva, Science 356 (2017) 1379–1383.
2017 | Journal Article | IST-REx-ID: 955   

Evolution of new regulatory functions on biophysically realistic fitness landscapes
T. Friedlander, R. Prizak, N.H. Barton, G. Tkacik, Nature Communications 8 (2017) 216.
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T. Friedlander, R. Prizak, N.H. Barton, G. Tkacik, Nature Communications 8 (2017) 216.
2017 | Journal Article | IST-REx-ID: 993   

Subsampling scaling
A. Levina (Martius), V. Priesemann, Nature Communications 8 (2017).
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A. Levina (Martius), V. Priesemann, Nature Communications 8 (2017).
2017 | Journal Article | IST-REx-ID: 2016
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.
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A. Martin Del Campo Sanchez, S.A. Cepeda Humerez, C. Uhler, Scandinavian Journal of Statistics 44 (2017) 285–306.
2017 | Research Data | IST-REx-ID: 5560
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. Tkacik, 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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T. Bergmiller, A.M. Andersson, K. Tomasek, E. Balleza, D. Kiviet, R. Hauschild, G. Tkacik, C.C. Guet, Biased Partitioning of the Multi-Drug Efflux Pump AcrAB-TolC Underlies Long-Lived Phenotypic Heterogeneity, IST Austria, 2017.
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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T. Bergmiller, A.M. Andersson, K. Tomasek, E. Balleza, D. Kiviet, R. Hauschild, G. Tkacik, C.C. Guet, Science 356 (2017) 311–315.
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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C. Savin, G. Tkacik, Current Opinion in Neurobiology 46 (2017) 120–126.
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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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.
2017 | Journal Article | IST-REx-ID: 658   

Self organized behavior generation for musculoskeletal robots
R. Der, G.S. Martius, Frontiers in Neurorobotics 11 (2017) 00008.
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R. Der, G.S. Martius, Frontiers in Neurorobotics 11 (2017) 00008.
2017 | Journal Article | IST-REx-ID: 1007   

Zeros of nonlinear systems with input invariances
M. Lang, E. Sontag, Automatica 81C (2017) 46–55.
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M. Lang, E. Sontag, Automatica 81C (2017) 46–55.
2017 | Journal Article | IST-REx-ID: 680   

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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M.J. Chalk, P. Masset, B. Gutkin, S. Denève, PLoS Computational Biology 13 (2017).
2017 | Journal Article | IST-REx-ID: 666
Noisy response to antibiotic stress predicts subsequent single cell survival in an acidic environment
K. Mitosch, G. Rieckh, T. Bollenbach, Cell Systems 4 (2017) 393–403.
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K. Mitosch, G. Rieckh, T. Bollenbach, Cell Systems 4 (2017) 393–403.
2016 | Thesis | IST-REx-ID: 1128
Studying the complexities of transcriptional regulation
G. Rieckh, Studying the Complexities of Transcriptional Regulation, IST Austria, 2016.
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G. Rieckh, Studying the Complexities of Transcriptional Regulation, IST Austria, 2016.
2016 | Journal Article | IST-REx-ID: 1197   

Error-robust modes of the retinal population code
J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkacik, M. Berry, PLoS Computational Biology 12 (2016).
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J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkacik, M. Berry, PLoS Computational Biology 12 (2016).
2016 | Journal Article | IST-REx-ID: 1248   

Information processing in living systems
G. Tkacik, W. Bialek, Annual Review of Condensed Matter Physics 7 (2016) 89–117.
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G. Tkacik, W. Bialek, Annual Review of Condensed Matter Physics 7 (2016) 89–117.
2016 | Journal Article | IST-REx-ID: 1332   

Pervasive selection for and against antibiotic resistance in inhomogeneous multistress environments
R.P. Chait, A. Palmer, I. Yelin, R. Kishony, Nature Communications 7 (2016).
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R.P. Chait, A. Palmer, I. Yelin, R. Kishony, Nature Communications 7 (2016).
2016 | Conference Paper | IST-REx-ID: 1320
Scale-invariant systems realize nonlinear differential operators
M. Lang, E. Sontag, in:, IEEE, 2016.
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M. Lang, E. Sontag, in:, IEEE, 2016.
2016 | Journal Article | IST-REx-ID: 1394   

Growth against entropy in bacterial metabolism: the phenotypic trade-off behind empirical growth rate distributions in E. coli
D. De Martino, F. Capuani, A. De Martino, Physical Biology 13 (2016).
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D. De Martino, F. Capuani, A. De Martino, Physical Biology 13 (2016).
2016 | Conference Paper | IST-REx-ID: 1105
Estimating nonlinear neural response functions using GP priors and Kronecker methods
C. Savin, G. Tkacik, in:, Neural Information Processing Systems, 2016, pp. 3610–3618.
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C. Savin, G. Tkacik, in:, Neural Information Processing Systems, 2016, pp. 3610–3618.
2016 | Conference Paper | IST-REx-ID: 1220   

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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G. Mikić, A. Stoll, J. Bevirt, R. Grah, M. Moore, in:, AIAA, 2016, pp. 1–19.
2016 | Journal Article | IST-REx-ID: 1270   

Beyond the French flag model: Exploiting spatial and gene regulatory interactions for positional information
P. Hillenbrand, U. Gerland, G. Tkacik, PLoS One 11 (2016).
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P. Hillenbrand, U. Gerland, G. Tkacik, PLoS One 11 (2016).
2016 | Journal Article | IST-REx-ID: 1244   

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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P. Recouvreux, T.R. Sokolowski, A. Grammoustianou, P. Tenwolde, M. Dogterom, PNAS 113 (2016) 1811–1816.
2016 | Journal Article | IST-REx-ID: 1148
Adaptive moment closure for parameter inference of biochemical reaction networks
C. Schilling, S. Bogomolov, T.A. Henzinger, A. Podelski, J. Ruess, Biosystems 149 (2016) 15–25.
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C. Schilling, S. Bogomolov, T.A. Henzinger, A. Podelski, J. Ruess, Biosystems 149 (2016) 15–25.
2016 | Journal Article | IST-REx-ID: 1170
Modular parameter identification of biomolecular networks
M. Lang, J. Stelling, SIAM Journal on Scientific Computing 38 (2016) B988–B1008.
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M. Lang, J. Stelling, SIAM Journal on Scientific Computing 38 (2016) B988–B1008.
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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G.S. Martius, R. Hostettler, A. Knoll, R. Der, in:, IEEE, 2016.
2016 | Journal Article | IST-REx-ID: 1290   

Compounds that select against the tetracycline-resistance efflux pump
L. Stone, M. Baym, T. Lieberman, R.P. Chait, J. Clardy, R. Kishony, Nature Chemical Biology 12 (2016) 902–904.
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L. Stone, M. Baym, T. Lieberman, R.P. Chait, J. Clardy, R. Kishony, Nature Chemical Biology 12 (2016) 902–904.
2016 | Journal Article | IST-REx-ID: 1485   

Genome-scale estimate of the metabolic turnover of E. Coli from the energy balance analysis
D. De Martino, Physical Biology 13 (2016).
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D. De Martino, Physical Biology 13 (2016).
2016 | Journal Article | IST-REx-ID: 1358
Intrinsic limits to gene regulation by global crosstalk
T. Friedlander, R. Prizak, C.C. Guet, N.H. Barton, G. Tkacik, Nature Communications 7 (2016) 12307.
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T. Friedlander, R. Prizak, C.C. Guet, N.H. Barton, G. Tkacik, Nature Communications 7 (2016) 12307.
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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T. Monk, C. Savin, J. Lücke, in:, Neural Information Processing Systems, 2016, pp. 4285–4293.
2016 | Conference Paper | IST-REx-ID: 1082   

Relevant sparse codes with variational information bottleneck
M.J. Chalk, O. Marre, G. Tkacik, in:, Neural Information Processing Systems, 2016, pp. 1965–1973.
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M.J. Chalk, O. Marre, G. Tkacik, in:, Neural Information Processing Systems, 2016, pp. 1965–1973.
2016 | Journal Article | IST-REx-ID: 1171
Understanding regulatory networks requires more than computing a multitude of graph statistics: Comment on "Drivers of structural features in gene regulatory networks: From biophysical constraints to biological function" by O. C. Martin et al.
G. Tkacik, Physics of Life Reviews 17 (2016) 166–167.
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G. Tkacik, Physics of Life Reviews 17 (2016) 166–167.
2016 | Journal Article | IST-REx-ID: 1188   

Asymptotic analysis of noisy fitness maximization, applied to metabolism & growth
D. De Martino, D. Masoero, Journal of Statistical Mechanics: Theory and Experiment 2016 (2016) 123502.
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D. De Martino, D. Masoero, Journal of Statistical Mechanics: Theory and Experiment 2016 (2016) 123502.
2016 | Journal Article | IST-REx-ID: 1203   

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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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.
2016 | Journal Article | IST-REx-ID: 1260   

The dual of the space of interactions in neural network models
D. De Martino, International Journal of Modern Physics C 27 (2016).
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D. De Martino, International Journal of Modern Physics C 27 (2016).
2016 | Journal Article | IST-REx-ID: 1342   

Spatiotemporal microbial evolution on antibiotic landscapes
M. Baym, T. Lieberman, E. Kelsic, R.P. Chait, R. Gross, I. Yelin, R. Kishony, Science 353 (2016) 1147–1151.
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M. Baym, T. Lieberman, E. Kelsic, R.P. Chait, R. Gross, I. Yelin, R. Kishony, Science 353 (2016) 1147–1151.
2016 | Journal Article | IST-REx-ID: 1266   

Neural oscillations as a signature of efficient coding in the presence of synaptic delays
M.J. Chalk, B. Gutkin, S. Denève, ELife 5 (2016).
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M.J. Chalk, B. Gutkin, S. Denève, ELife 5 (2016).
2016 | Journal Article | IST-REx-ID: 1242   

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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T.R. Sokolowski, A. Walczak, W. Bialek, G. Tkacik, Physical Review E Statistical Nonlinear and Soft Matter Physics 93 (2016).
2016 | Journal Article | IST-REx-ID: 1420   

A general approximation for the dynamics of quantitative traits
K. Bod’ová, G. Tkacik, N.H. Barton, Genetics 202 (2016) 1523–1548.
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K. Bod’ová, G. Tkacik, N.H. Barton, Genetics 202 (2016) 1523–1548.
2015 | Journal Article | IST-REx-ID: 1539   

Minimal moment equations for stochastic models of biochemical reaction networks with partially finite state space
J. Ruess, Journal of Chemical Physics 143 (2015).
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J. Ruess, Journal of Chemical Physics 143 (2015).
2015 | Journal Article | IST-REx-ID: 1666   

Dynamics of transcription factor binding site evolution
M. Tugrul, T. Paixao, N.H. Barton, G. Tkacik, PLoS Genetics 11 (2015).
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M. Tugrul, T. Paixao, N.H. Barton, G. Tkacik, PLoS Genetics 11 (2015).
2015 | Journal Article | IST-REx-ID: 1697   

High accuracy decoding of dynamical motion from a large retinal population
O. Marre, V. Botella Soler, K. Simmons, T. Mora, G. Tkacik, M. Berry, PLoS Computational Biology 11 (2015).
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O. Marre, V. Botella Soler, K. Simmons, T. Mora, G. Tkacik, M. Berry, PLoS Computational Biology 11 (2015).
2015 | Journal Article | IST-REx-ID: 1940   

Optimizing information flow in small genetic networks. IV. Spatial coupling
T.R. Sokolowski, G. Tkacik, Physical Review E Statistical Nonlinear and Soft Matter Physics 91 (2015).
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T.R. Sokolowski, G. Tkacik, Physical Review E Statistical Nonlinear and Soft Matter Physics 91 (2015).
2015 | Journal Article | IST-REx-ID: 1655   

Quantifying emergent behavior of autonomous robots
G.S. Martius, E. Olbrich, Entropy 17 (2015) 7266–7297.
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G.S. Martius, E. Olbrich, Entropy 17 (2015) 7266–7297.
2015 | Journal Article | IST-REx-ID: 1701   

Thermodynamics and signatures of criticality in a network of neurons
G. Tkacik, T. Mora, O. Marre, D. Amodei, S. Palmer, M. Berry Ii, W. Bialek, PNAS 112 (2015) 11508–11513.
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G. Tkacik, T. Mora, O. Marre, D. Amodei, S. Palmer, M. Berry Ii, W. Bialek, PNAS 112 (2015) 11508–11513.
2015 | Journal Article | IST-REx-ID: 1827   

Evolution of bow-tie architectures in biology
T. Friedlander, A. Mayo, T. Tlusty, U. Alon, PLoS Computational Biology 11 (2015).
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T. Friedlander, A. Mayo, T. Tlusty, U. Alon, PLoS Computational Biology 11 (2015).
2015 | Journal Article | IST-REx-ID: 1570   

Novel plasticity rule can explain the development of sensorimotor intelligence
R. Der, G.S. Martius, PNAS 112 (2015) E6224–E6232.
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R. Der, G.S. Martius, PNAS 112 (2015) E6224–E6232.
2015 | Journal Article | IST-REx-ID: 1861
Moment-based methods for parameter inference and experiment design for stochastic biochemical reaction networks
J. Ruess, J. Lygeros, ACM Transactions on Modeling and Computer Simulation 25 (2015).
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J. Ruess, J. Lygeros, ACM Transactions on Modeling and Computer Simulation 25 (2015).
2015 | Journal Article | IST-REx-ID: 1885   

Positional information, positional error, and readout precision in morphogenesis: A mathematical framework
G. Tkacik, J. Dubuis, M. Petkova, T. Gregor, Genetics 199 (2015) 39–59.
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G. Tkacik, J. Dubuis, M. Petkova, T. Gregor, Genetics 199 (2015) 39–59.
2015 | Journal Article | IST-REx-ID: 1564   

Editorial: Emergent neural computation from the interaction of different forms of plasticity
M. Gilson, C. Savin, F. Zenke, Frontiers in Computational Neuroscience 9 (2015).
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M. Gilson, C. Savin, F. Zenke, Frontiers in Computational Neuroscience 9 (2015).
2015 | Journal Article | IST-REx-ID: 1538   

Iterative experiment design guides the characterization of a light-inducible gene expression circuit
J. Ruess, F. Parise, A. Milias Argeitis, M. Khammash, J. Lygeros, PNAS 112 (2015) 8148–8153.
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J. Ruess, F. Parise, A. Milias Argeitis, M. Khammash, J. Lygeros, PNAS 112 (2015) 8148–8153.
2015 | Conference Paper | IST-REx-ID: 1658
Adaptive moment closure for parameter inference of biochemical reaction networks
S. Bogomolov, T.A. Henzinger, A. Podelski, J. Ruess, C. Schilling, 9308 (2015) 77–89.
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S. Bogomolov, T.A. Henzinger, A. Podelski, J. Ruess, C. Schilling, 9308 (2015) 77–89.
2015 | Journal Article | IST-REx-ID: 1576
Stochastic proofreading mechanism alleviates crosstalk in transcriptional regulation
S.A. Cepeda Humerez, G. Rieckh, G. Tkacik, Physical Review Letters 115 (2015).
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S.A. Cepeda Humerez, G. Rieckh, G. Tkacik, Physical Review Letters 115 (2015).
2014 | Journal Article | IST-REx-ID: 3263   

Adaptation to changes in higher-order stimulus statistics in the salamander retina
G. Tkacik, A. Ghosh, E. Schneidman, R. Segev, PLoS One 9 (2014).
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G. Tkacik, A. Ghosh, E. Schneidman, R. Segev, PLoS One 9 (2014).
2014 | Journal Article | IST-REx-ID: 1896   

Mathematical model of alternative mechanism of telomere length maintenance
R. Kollár, K. Bod’ová, J. Nosek, Ľ. Tomáška, Physical Review E Statistical Nonlinear and Soft Matter Physics 89 (2014).
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R. Kollár, K. Bod’ová, J. Nosek, Ľ. Tomáška, Physical Review E Statistical Nonlinear and Soft Matter Physics 89 (2014).
2014 | Journal Article | IST-REx-ID: 1928
Evolutionary dynamics of infectious diseases in finite populations
J. Humplik, A. Hill, M. Nowak, Journal of Theoretical Biology 360 (2014) 149–162.
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J. Humplik, A. Hill, M. Nowak, Journal of Theoretical Biology 360 (2014) 149–162.
2014 | Journal Article | IST-REx-ID: 1909   

The fitness costs of adaptation via phenotypic plasticity and maternal effects
T. Ezard, R. Prizak, R. Hoyle, Functional Ecology 28 (2014) 693–701.
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T. Ezard, R. Prizak, R. Hoyle, Functional Ecology 28 (2014) 693–701.
2014 | Journal Article | IST-REx-ID: 2231   

Noise and information transmission in promoters with multiple internal states
G. Rieckh, G. Tkacik, Biophysical Journal 106 (2014) 1194–1204.
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G. Rieckh, G. Tkacik, Biophysical Journal 106 (2014) 1194–1204.
2014 | Journal Article | IST-REx-ID: 537   

Fitness consequences of maternal and grandmaternal effects
R. Prizak, T. Ezard, R. Hoyle, Ecology and Evolution 4 (2014) 3139–3145.
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R. Prizak, T. Ezard, R. Hoyle, Ecology and Evolution 4 (2014) 3139–3145.
2014 | Conference Paper | IST-REx-ID: 1708
Spatio-temporal representations of uncertainty in spiking neural networks
C. Savin, S. Denève, in:, Neural Information Processing Systems, 2014, pp. 2024–2032.
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C. Savin, S. Denève, in:, Neural Information Processing Systems, 2014, pp. 2024–2032.
2014 | Journal Article | IST-REx-ID: 1931   

Emergence of task-dependent representations in working memory circuits
C. Savin, J. Triesch, Frontiers in Computational Neuroscience 8 (2014).
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C. Savin, J. Triesch, Frontiers in Computational Neuroscience 8 (2014).
2014 | Journal Article | IST-REx-ID: 1886   

Variance predicts salience in central sensory processing
A. Hermundstad, J. Briguglio, M. Conte, J. Victor, V. Balasubramanian, G. Tkacik, ELife (2014).
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A. Hermundstad, J. Briguglio, M. Conte, J. Victor, V. Balasubramanian, G. Tkacik, ELife (2014).
2014 | Journal Article | IST-REx-ID: 2257
Searching for collective behavior in a large network of sensory neurons
G. Tkacik, O. Marre, D. Amodei, E. Schneidman, W. Bialek, M. Berry, PLoS Computational Biology 10 (2014).
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G. Tkacik, O. Marre, D. Amodei, E. Schneidman, W. Bialek, M. Berry, PLoS Computational Biology 10 (2014).
2013 | Journal Article | IST-REx-ID: 2277   

Transformation of stimulus correlations by the retina
K. Simmons, J. Prentice, G. Tkacik, J. Homann, H. Yee, S. Palmer, P. Nelson, V. Balasubramanian, PLoS Computational Biology 9 (2013) e1003344.
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K. Simmons, J. Prentice, G. Tkacik, J. Homann, H. Yee, S. Palmer, P. Nelson, V. Balasubramanian, PLoS Computational Biology 9 (2013) e1003344.
2013 | Journal Article | IST-REx-ID: 2861
Lyapunov exponent and topological entropy plateaus in piecewise linear maps
V. Botella Soler, J. Oteo, J. Ros, P. Glendinning, Journal of Physics A: Mathematical and Theoretical 46 (2013) 125101.
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V. Botella Soler, J. Oteo, J. Ros, P. Glendinning, Journal of Physics A: Mathematical and Theoretical 46 (2013) 125101.
2013 | Book Chapter | IST-REx-ID: 2413
Neuronal oscillations scale up and scale down the brain dynamics
M. Valderrama, V. Botella Soler, M. Le Van Quyen, in:, M. Meyer, Z. Pesenson (Eds.), Multiscale Analysis and Nonlinear Dynamics: From Genes to the Brain, Wiley-VCH, 2013.
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M. Valderrama, V. Botella Soler, M. Le Van Quyen, in:, M. Meyer, Z. Pesenson (Eds.), Multiscale Analysis and Nonlinear Dynamics: From Genes to the Brain, Wiley-VCH, 2013.
2013 | Journal Article | IST-REx-ID: 2913   

Retinal metric: a stimulus distance measure derived from population neural responses
G. Tkacik, E. Granot Atedgi, R. Segev, E. Schneidman, Physical Review Letters 110 (2013).
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G. Tkacik, E. Granot Atedgi, R. Segev, E. Schneidman, Physical Review Letters 110 (2013).
2013 | Journal Article | IST-REx-ID: 2850   

The simplest maximum entropy model for collective behavior in a neural network
G. Tkacik, O. Marre, T. Mora, D. Amodei, M. Berry, W. Bialek, Journal of Statistical Mechanics Theory and Experiment 2013 (2013).
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G. Tkacik, O. Marre, T. Mora, D. Amodei, M. Berry, W. Bialek, Journal of Statistical Mechanics Theory and Experiment 2013 (2013).
2013 | Journal Article | IST-REx-ID: 2863   

Stimulus-dependent maximum entropy models of neural population codes
E. Granot Atedgi, G. Tkacik, R. Segev, E. Schneidman, PLoS Computational Biology 9 (2013).
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E. Granot Atedgi, G. Tkacik, R. Segev, E. Schneidman, PLoS Computational Biology 9 (2013).
2013 | Journal Article | IST-REx-ID: 2914   

Statistical thermodynamics of natural images
G. Stephens, T. Mora, G. Tkacik, W. Bialek, Physical Review Letters 110 (2013) 018701.
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G. Stephens, T. Mora, G. Tkacik, W. Bialek, Physical Review Letters 110 (2013) 018701.
2013 | Journal Article | IST-REx-ID: 2851
A simple method for estimating the entropy of neural activity
M. Berry, G. Tkacik, J. Dubuis, O. Marre, R. Da Silveira, Journal of Statistical Mechanics Theory and Experiment 2013 (2013).
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M. Berry, G. Tkacik, J. Dubuis, O. Marre, R. Da Silveira, Journal of Statistical Mechanics Theory and Experiment 2013 (2013).
2013 | Journal Article | IST-REx-ID: 2818   

Learning quadratic receptive fields from neural responses to natural stimuli
K. Rajan, O. Marre, G. Tkacik, Neural Computation 25 (2013) 1661–1692.
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K. Rajan, O. Marre, G. Tkacik, Neural Computation 25 (2013) 1661–1692.
2013 | Journal Article | IST-REx-ID: 3261   

Positional information, in bits
J. Dubuis, G. Tkacik, E. Wieschaus, T. Gregor, W. Bialek, PNAS 110 (2013) 16301–16308.
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J. Dubuis, G. Tkacik, E. Wieschaus, T. Gregor, W. Bialek, PNAS 110 (2013) 16301–16308.
2013 | Journal Article | IST-REx-ID: 499
Dynamic persistence of antibiotic-stressed mycobacteria
Y. Wakamoto, N. Dhar, R.P. Chait, K. Schneider, F. Signorino Gelo, S. Leibler, J. Mckinney, Science 339 (2013) 91–95.
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Y. Wakamoto, N. Dhar, R.P. Chait, K. Schneider, F. Signorino Gelo, S. Leibler, J. Mckinney, Science 339 (2013) 91–95.
2012 | Journal Article | IST-REx-ID: 3262   

Optimizing information flow in small genetic networks. III. A self-interacting gene
G. Tkacik, A. Walczak, W. Bialek, Physical Review E Statistical Nonlinear and Soft Matter Physics 85 (2012).
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G. Tkacik, A. Walczak, W. Bialek, Physical Review E Statistical Nonlinear and Soft Matter Physics 85 (2012).
2012 | Journal Article | IST-REx-ID: 3274
A 2.5D-Fourier-BEM model for vibrations in a tunnel running through layered anisotropic soil
G. Rieckh, W. Kreuzer, H. Waubke, P. Balazs, Engineering Analysis with Boundary Elements 36 (2012) 960–967.
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G. Rieckh, W. Kreuzer, H. Waubke, P. Balazs, Engineering Analysis with Boundary Elements 36 (2012) 960–967.
2011 | Journal Article | IST-REx-ID: 3384   

Natural images from the birthplace of the human eye
G. Tkacik, P. Garrigan, C. Ratliff, G. Milcinski, J. Klein, L. Seyfarth, P. Sterling, D. Brainard, V. Balasubramanian, PLoS One 6 (2011).
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G. Tkacik, P. Garrigan, C. Ratliff, G. Milcinski, J. Klein, L. Seyfarth, P. Sterling, D. Brainard, V. Balasubramanian, PLoS One 6 (2011).
2011 | Journal Article | IST-REx-ID: 3374   

Information transmission in genetic regulatory networks a review
G. Tkacik, A. Walczak, Journal of Physics: Condensed Matter 23 (2011).
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G. Tkacik, A. Walczak, Journal of Physics: Condensed Matter 23 (2011).