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196 Publications
2016 | Published | 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 Foundation, 2016, pp. 4285–4293.
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T. Monk, C. Savin, J. Lücke, in:, Neural Information Processing Systems Foundation, 2016, pp. 4285–4293.
2016 | Published | Conference Paper | IST-REx-ID: 1082 |
Relevant sparse codes with variational information bottleneck
M.J. Chalk, O. Marre, G. Tkačik, in:, Neural Information Processing Systems Foundation, 2016, pp. 1965–1973.
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M.J. Chalk, O. Marre, G. Tkačik, in:, Neural Information Processing Systems Foundation, 2016, pp. 1965–1973.
2016 | Published | Conference Paper | IST-REx-ID: 1105 |
Estimating nonlinear neural response functions using GP priors and Kronecker methods
C. Savin, G. Tkačik, in:, Neural Information Processing Systems Foundation, 2016, pp. 3610–3618.
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C. Savin, G. Tkačik, in:, Neural Information Processing Systems Foundation, 2016, pp. 3610–3618.
2016 | Published | 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).
[Preprint]
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| arXiv
D. De Martino, Physical Biology 13 (2016).
2016 | Published | 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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| arXiv
D. De Martino, F. Capuani, A. De Martino, Physical Biology 13 (2016).
2016 | Published | 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).
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D. De Martino, D. Masoero, Journal of Statistical Mechanics: Theory and Experiment 2016 (2016).
2016 | Published | 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. Tkačik, Physical Review E Statistical Nonlinear and Soft Matter Physics 93 (2016).
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T.R. Sokolowski, A. Walczak, W. Bialek, G. Tkačik, Physical Review E Statistical Nonlinear and Soft Matter Physics 93 (2016).
2016 | Published | Journal Article | IST-REx-ID: 1248 |
Information processing in living systems
G. Tkačik, W. Bialek, Annual Review of Condensed Matter Physics 7 (2016) 89–117.
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G. Tkačik, W. Bialek, Annual Review of Condensed Matter Physics 7 (2016) 89–117.
2016 | Published | 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.
[Submitted Version]
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M. Lang, J. Stelling, SIAM Journal on Scientific Computing 38 (2016) B988–B1008.
2016 | Published | Conference Paper | IST-REx-ID: 1320 |
Scale-invariant systems realize nonlinear differential operators
M. Lang, E. Sontag, in:, IEEE, 2016.
[Submitted Version]
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M. Lang, E. Sontag, in:, IEEE, 2016.
2015 | Published | 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 | Published | Journal Article | IST-REx-ID: 10794 |
Bayesian inference for stochastic individual-based models of ecological systems: a pest control simulation study
F. Parise, J. Lygeros, J. Ruess, Frontiers in Environmental Science 3 (2015).
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F. Parise, J. Lygeros, J. Ruess, Frontiers in Environmental Science 3 (2015).
2015 | Published | Journal Article | IST-REx-ID: 1655 |
Quantifying emergent behavior of autonomous robots
G.S. Martius, E. Olbrich, Entropy 17 (2015) 7266–7297.
[Published Version]
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G.S. Martius, E. Olbrich, Entropy 17 (2015) 7266–7297.
2015 | Published | 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 | Published | 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.
[Submitted Version]
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R. Der, G.S. Martius, PNAS 112 (2015) E6224–E6232.
2015 | Published | 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 | Published | 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).
[Published Version]
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T. Friedlander, A. Mayo, T. Tlusty, U. Alon, PLoS Computational Biology 11 (2015).
2015 | Research Data Reference | IST-REx-ID: 9773
Evolutionary simulation code
T. Friedlander, A.E. Mayo, T. Tlusty, U. Alon, (2015).
[Published Version]
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T. Friedlander, A.E. Mayo, T. Tlusty, U. Alon, (2015).
2015 | Research Data Reference | IST-REx-ID: 9718
Supporting information text
T. Friedlander, A.E. Mayo, T. Tlusty, U. Alon, (2015).
[Published Version]
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T. Friedlander, A.E. Mayo, T. Tlusty, U. Alon, (2015).
2015 | Published | Journal Article | IST-REx-ID: 1666 |
Dynamics of transcription factor binding site evolution
M. Tugrul, T. Paixao, N.H. Barton, G. Tkačik, PLoS Genetics 11 (2015).
[Published Version]
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M. Tugrul, T. Paixao, N.H. Barton, G. Tkačik, PLoS Genetics 11 (2015).