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132 Publications

2018 | Journal Article | IST-REx-ID: 543 | OA
Chalk, M. J., Marre, O., & Tkacik, G. (2018). Toward a unified theory of efficient, predictive, and sparse coding. PNAS, 115(1), 186–191. https://doi.org/10.1073/pnas.1711114115
View | DOI | Download Submitted Version (ext.)
 
2018 | Journal Article | IST-REx-ID: 607 | OA
Bodova, K., Haskovec, J., & Markowich, P. (2018). Well posedness and maximum entropy approximation for the dynamics of quantitative traits. Physica D: Nonlinear Phenomena, 376377, 108–120. https://doi.org/10.1016/j.physd.2017.10.015
View | DOI | Download Submitted Version (ext.) | arXiv
 
2018 | Journal Article | IST-REx-ID: 67 | OA
Igler, C., Lagator, M., Tkačik, G., Bollback, J. P., & Guet, C. C. (2018). Evolutionary potential of transcription factors for gene regulatory rewiring. Nature Ecology and Evolution, 2(10), 1633–1643. https://doi.org/10.1038/s41559-018-0651-y
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2018 | Research Data | IST-REx-ID: 5585 | OA
Igler, C., Lagator, M., Tkačik, G., Bollback, J. P., & Guet, C. C. (2018). Data for the paper Evolutionary potential of transcription factors for gene regulatory rewiring. IST Austria. https://doi.org/10.15479/AT:ISTA:108
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2017 | Journal Article | IST-REx-ID: 2016 | OA
Martin Del Campo Sanchez, A., Cepeda Humerez, S. A., & Uhler, C. (2017). Exact goodness-of-fit testing for the Ising model. Scandinavian Journal of Statistics, 44(2), 285–306. https://doi.org/10.1111/sjos.12251
View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2017 | Research Data | IST-REx-ID: 5562 | OA
Marre, O., Tkačik, G., Amodei, D., Schneidman, E., Bialek, W., & Berry, M. (2017). Multi-electrode array recording from salamander retinal ganglion cells. IST Austria. https://doi.org/10.15479/AT:ISTA:61
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2017 | Journal Article | IST-REx-ID: 1007 | OA
Lang, M., & Sontag, E. (2017). Zeros of nonlinear systems with input invariances. Automatica, 81C, 46–55. https://doi.org/10.1016/j.automatica.2017.03.030
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2017 | Journal Article | IST-REx-ID: 1104 | OA
Deny, S., Ferrari, U., Mace, E., Yger, P., Caplette, R., Picaud, S., … Marre, O. (2017). Multiplexed computations in retinal ganglion cells of a single type. Nature Communications, 8(1). https://doi.org/10.1038/s41467-017-02159-y
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2017 | Journal Article | IST-REx-ID: 548 | OA
De Martino, D. (2017). Maximum entropy modeling of metabolic networks by constraining growth-rate moments predicts coexistence of phenotypes. Physical Review E, 96(6). https://doi.org/10.1103/PhysRevE.96.060401
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2017 | Journal Article | IST-REx-ID: 613 | OA
Chait, R. P., Ruess, J., Bergmiller, T., Tkačik, G., & Guet, C. C. (2017). Shaping bacterial population behavior through computer interfaced control of individual cells. Nature Communications, 8(1). https://doi.org/10.1038/s41467-017-01683-1
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2017 | Conference Paper | IST-REx-ID: 652
Der, R., & Martius, G. S. (2017). Dynamical self consistency leads to behavioral development and emergent social interactions in robots. Presented at the ICDL EpiRob: International Conference on Development and Learning and Epigenetic Robotics , Cergy-Pontoise, France: IEEE. https://doi.org/10.1109/DEVLRN.2016.7846789
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2017 | Journal Article | IST-REx-ID: 658 | OA
Der, R., & Martius, G. S. (2017). Self organized behavior generation for musculoskeletal robots. Frontiers in Neurorobotics, 11(MAR). https://doi.org/10.3389/fnbot.2017.00008
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2017 | Journal Article | IST-REx-ID: 666 | OA
Mitosch, K., Rieckh, G., & Bollenbach, M. T. (2017). Noisy response to antibiotic stress predicts subsequent single cell survival in an acidic environment. Cell Systems, 4(4), 393–403. https://doi.org/10.1016/j.cels.2017.03.001
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2017 | Journal Article | IST-REx-ID: 665
Bergmiller, T., Andersson, A. M., Tomasek, K., Balleza, E., Kiviet, D., Hauschild, R., … Guet, C. C. (2017). Biased partitioning of the multidrug efflux pump AcrAB TolC underlies long lived phenotypic heterogeneity. Science, 356(6335), 311–315. https://doi.org/10.1126/science.aaf4762
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2017 | Research Data | IST-REx-ID: 5560 | OA
Bergmiller, T., Andersson, A. M., Tomasek, K., Balleza, E., Kiviet, D., Hauschild, R., … Guet, C. C. (2017). Biased partitioning of the multi-drug efflux pump AcrAB-TolC underlies long-lived phenotypic heterogeneity. IST Austria. https://doi.org/doi:10.15479/AT:ISTA:53
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2017 | Journal Article | IST-REx-ID: 680 | OA
Chalk, M. J., Masset, P., Gutkin, B., & Denève, S. (2017). Sensory noise predicts divisive reshaping of receptive fields. PLoS Computational Biology, 13(6). https://doi.org/10.1371/journal.pcbi.1005582
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2017 | Journal Article | IST-REx-ID: 720 | OA
Humplik, J., & Tkačik, G. (2017). Probabilistic models for neural populations that naturally capture global coupling and criticality. PLoS Computational Biology, 13(9). https://doi.org/10.1371/journal.pcbi.1005763
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2017 | Journal Article | IST-REx-ID: 725 | OA
Harpaz, R., Tkacik, G., & Schneidman, E. (2017). Discrete modes of social information processing predict individual behavior of fish in a group. PNAS, 114(38), 10149–10154. https://doi.org/10.1073/pnas.1703817114
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
2017 | Journal Article | IST-REx-ID: 730
Savin, C., & Tkacik, G. (2017). Maximum entropy models as a tool for building precise neural controls. Current Opinion in Neurobiology, 46, 120–126. https://doi.org/10.1016/j.conb.2017.08.001
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2017 | Journal Article | IST-REx-ID: 735
Barone, V., Lang, M., Krens, G., Pradhan, S., Shamipour, S., Sako, K., … Heisenberg, C.-P. J. (2017). An effective feedback loop between cell-cell contact duration and morphogen signaling determines cell fate. Developmental Cell, 43(2), 198–211. https://doi.org/10.1016/j.devcel.2017.09.014
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