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182 Publications


2016 | Conference Paper | IST-REx-ID: 1320
Lang, Moritz, and Eduardo Sontag. Scale-Invariant Systems Realize Nonlinear Differential Operators. Vol. 2016–July, 7526722, IEEE, 2016, doi:10.1109/ACC.2016.7526722.
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2016 | Journal Article | IST-REx-ID: 1332 | OA
Chait, Remy P., et al. “Pervasive Selection for and against Antibiotic Resistance in Inhomogeneous Multistress Environments.” Nature Communications, vol. 7, 10333, Nature Publishing Group, 2016, doi:10.1038/ncomms10333.
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2016 | Journal Article | IST-REx-ID: 1342 | OA
Baym, Michael, et al. “Spatiotemporal Microbial Evolution on Antibiotic Landscapes.” Science, vol. 353, no. 6304, American Association for the Advancement of Science, 2016, pp. 1147–51, doi:10.1126/science.aag0822.
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2016 | Journal Article | IST-REx-ID: 1394 | OA
De Martino, Daniele, et al. “Growth against Entropy in Bacterial Metabolism: The Phenotypic Trade-off behind Empirical Growth Rate Distributions in E. Coli.” Physical Biology, vol. 13, no. 3, 036005, IOP Publishing Ltd., 2016, doi:10.1088/1478-3975/13/3/036005.
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2016 | Journal Article | IST-REx-ID: 1420 | OA
Bodova, Katarina, et al. “A General Approximation for the Dynamics of Quantitative Traits.” Genetics, vol. 202, no. 4, Genetics Society of America, 2016, pp. 1523–48, doi:10.1534/genetics.115.184127.
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2016 | Journal Article | IST-REx-ID: 1485 | OA
De Martino, Daniele. “Genome-Scale Estimate of the Metabolic Turnover of E. Coli from the Energy Balance Analysis.” Physical Biology, vol. 13, no. 1, 016003, IOP Publishing Ltd., 2016, doi:10.1088/1478-3975/13/1/016003.
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2016 | Journal Article | IST-REx-ID: 1148
Schilling, Christian, et al. “Adaptive Moment Closure for Parameter Inference of Biochemical Reaction Networks.” Biosystems, vol. 149, Elsevier, 2016, pp. 15–25, doi:10.1016/j.biosystems.2016.07.005.
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2016 | Conference Paper | IST-REx-ID: 8094 | OA
Martius, Georg S., et al. “Self-Organized Control of an Tendon Driven Arm by Differential Extrinsic Plasticity.” Proceedings of the Artificial Life Conference 2016, vol. 28, MIT Press, 2016, pp. 142–43, doi:10.7551/978-0-262-33936-0-ch029.
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2016 | Journal Article | IST-REx-ID: 1197 | OA
Prentice, Jason, et al. “Error-Robust Modes of the Retinal Population Code.” PLoS Computational Biology, vol. 12, no. 11, e1005855, Public Library of Science, 2016, doi:10.1371/journal.pcbi.1005148.
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2016 | Conference Paper | IST-REx-ID: 948
Monk, Travis, et al. Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics. Vol. 29, Neural Information Processing Systems, 2016, pp. 4285–93.
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2016 | Journal Article | IST-REx-ID: 1270 | OA
Hillenbrand, Patrick, et al. “Beyond the French Flag Model: Exploiting Spatial and Gene Regulatory Interactions for Positional Information.” PLoS One, vol. 11, no. 9, e0163628, Public Library of Science, 2016, doi:10.1371/journal.pone.0163628.
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2016 | Research Data Reference | IST-REx-ID: 9870
Hillenbrand, Patrick, et al. Computation of Positional Information in an Ising Model. Public Library of Science, 2016, doi:10.1371/journal.pone.0163628.s002.
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2016 | Research Data Reference | IST-REx-ID: 9869
Hillenbrand, Patrick, et al. Error Bound on an Estimator of Position. Public Library of Science, 2016, doi:10.1371/journal.pone.0163628.s001.
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2016 | Research Data Reference | IST-REx-ID: 9871
Hillenbrand, Patrick, et al. Computation of Positional Information in a Discrete Morphogen Field. Public Library of Science, 2016, doi:10.1371/journal.pone.0163628.s003.
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2016 | Thesis | IST-REx-ID: 1128 | OA
Rieckh, Georg. Studying the Complexities of Transcriptional Regulation. Institute of Science and Technology Austria, 2016.
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2016 | Journal Article | IST-REx-ID: 1358 | OA
Friedlander, Tamar, et al. “Intrinsic Limits to Gene Regulation by Global Crosstalk.” Nature Communications, vol. 7, 12307, Nature Publishing Group, 2016, doi:10.1038/ncomms12307.
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2015 | Journal Article | IST-REx-ID: 10794 | OA
Parise, Francesca, et al. “Bayesian Inference for Stochastic Individual-Based Models of Ecological Systems: A Pest Control Simulation Study.” Frontiers in Environmental Science, vol. 3, 42, Frontiers, 2015, doi:10.3389/fenvs.2015.00042.
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2015 | Journal Article | IST-REx-ID: 1539 | OA
Ruess, Jakob. “Minimal Moment Equations for Stochastic Models of Biochemical Reaction Networks with Partially Finite State Space.” Journal of Chemical Physics, vol. 143, no. 24, 244103, American Institute of Physics, 2015, doi:10.1063/1.4937937.
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2015 | Journal Article | IST-REx-ID: 1538 | OA
Ruess, Jakob, et al. “Iterative Experiment Design Guides the Characterization of a Light-Inducible Gene Expression Circuit.” PNAS, vol. 112, no. 26, National Academy of Sciences, 2015, pp. 8148–53, doi:10.1073/pnas.1423947112.
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2015 | Journal Article | IST-REx-ID: 1564 | OA
Gilson, Matthieu, et al. “Editorial: Emergent Neural Computation from the Interaction of Different Forms of Plasticity.” Frontiers in Computational Neuroscience, vol. 9, no. 11, 145, Frontiers Research Foundation, 2015, doi:10.3389/fncom.2015.00145.
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2015 | Journal Article | IST-REx-ID: 1570 | OA
Der, Ralf, and Georg S. Martius. “Novel Plasticity Rule Can Explain the Development of Sensorimotor Intelligence.” PNAS, vol. 112, no. 45, National Academy of Sciences, 2015, pp. E6224–32, doi:10.1073/pnas.1508400112.
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2015 | Conference Paper | IST-REx-ID: 1658
Bogomolov, Sergiy, et al. Adaptive Moment Closure for Parameter Inference of Biochemical Reaction Networks. Vol. 9308, Springer, 2015, pp. 77–89, doi:10.1007/978-3-319-23401-4_8.
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2015 | Journal Article | IST-REx-ID: 1697 | OA
Marre, Olivier, et al. “High Accuracy Decoding of Dynamical Motion from a Large Retinal Population.” PLoS Computational Biology, vol. 11, no. 7, e1004304, Public Library of Science, 2015, doi:10.1371/journal.pcbi.1004304.
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2015 | Journal Article | IST-REx-ID: 1701 | OA
Tkačik, Gašper, et al. “Thermodynamics and Signatures of Criticality in a Network of Neurons.” PNAS, vol. 112, no. 37, National Academy of Sciences, 2015, pp. 11508–13, doi:10.1073/pnas.1514188112.
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2015 | Journal Article | IST-REx-ID: 1861
Ruess, Jakob, and John Lygeros. “Moment-Based Methods for Parameter Inference and Experiment Design for Stochastic Biochemical Reaction Networks.” ACM Transactions on Modeling and Computer Simulation, vol. 25, no. 2, 8, ACM, 2015, doi:10.1145/2688906.
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2015 | Journal Article | IST-REx-ID: 1885 | OA
Tkačik, Gašper, et al. “Positional Information, Positional Error, and Readout Precision in Morphogenesis: A Mathematical Framework.” Genetics, vol. 199, no. 1, Genetics Society of America, 2015, pp. 39–59, doi:10.1534/genetics.114.171850.
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2015 | Journal Article | IST-REx-ID: 1940 | OA
Sokolowski, Thomas R., and Gašper Tkačik. “Optimizing Information Flow in Small Genetic Networks. IV. Spatial Coupling.” Physical Review E Statistical Nonlinear and Soft Matter Physics, vol. 91, no. 6, 062710, American Institute of Physics, 2015, doi:10.1103/PhysRevE.91.062710.
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2015 | Research Data Reference | IST-REx-ID: 9718
Friedlander, Tamar, et al. Supporting Information Text. Public Library of Science, 2015, doi:10.1371/journal.pcbi.1004055.s001.
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2015 | Journal Article | IST-REx-ID: 1827 | OA
Friedlander, Tamar, et al. “Evolution of Bow-Tie Architectures in Biology.” PLoS Computational Biology, vol. 11, no. 3, Public Library of Science, 2015, doi:10.1371/journal.pcbi.1004055.
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2015 | Research Data Reference | IST-REx-ID: 9773
Friedlander, Tamar, et al. Evolutionary Simulation Code. Public Library of Science, 2015, doi:10.1371/journal.pcbi.1004055.s002.
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2015 | Research Data Reference | IST-REx-ID: 9712
Tugrul, Murat, et al. Other Fitness Models for Comparison & for Interacting TFBSs. Public Library of Science, 2015, doi:10.1371/journal.pgen.1005639.s001.
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2015 | Journal Article | IST-REx-ID: 1666 | OA
Tugrul, Murat, et al. “Dynamics of Transcription Factor Binding Site Evolution.” PLoS Genetics, vol. 11, no. 11, Public Library of Science, 2015, doi:10.1371/journal.pgen.1005639.
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2015 | Journal Article | IST-REx-ID: 1576 | OA
Cepeda Humerez, Sarah A., et al. “Stochastic Proofreading Mechanism Alleviates Crosstalk in Transcriptional Regulation.” Physical Review Letters, vol. 115, no. 24, 248101, American Physical Society, 2015, doi:10.1103/PhysRevLett.115.248101.
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2015 | Journal Article | IST-REx-ID: 1655 | OA
Martius, Georg S., and Eckehard Olbrich. “Quantifying Emergent Behavior of Autonomous Robots.” Entropy, vol. 17, no. 10, MDPI, 2015, pp. 7266–97, doi:10.3390/e17107266.
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2014 | Conference Paper | IST-REx-ID: 1708
Savin, Cristina, and Sophie Denève. Spatio-Temporal Representations of Uncertainty in Spiking Neural Networks. Vol. 3, no. January, Neural Information Processing Systems, 2014, pp. 2024–32.
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2014 | Journal Article | IST-REx-ID: 1886 | OA
Hermundstad, Ann, et al. “Variance Predicts Salience in Central Sensory Processing.” ELife, no. November, e03722, eLife Sciences Publications, 2014, doi:10.7554/eLife.03722.
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2014 | Journal Article | IST-REx-ID: 1896 | OA
Kollár, Richard, et al. “Mathematical Model of Alternative Mechanism of Telomere Length Maintenance.” Physical Review E Statistical Nonlinear and Soft Matter Physics, vol. 89, no. 3, 032701, American Institute of Physics, 2014, doi:10.1103/PhysRevE.89.032701.
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2014 | Journal Article | IST-REx-ID: 1909 | OA
Ezard, Thomas, et al. “The Fitness Costs of Adaptation via Phenotypic Plasticity and Maternal Effects.” Functional Ecology, vol. 28, no. 3, Wiley-Blackwell, 2014, pp. 693–701, doi:10.1111/1365-2435.12207.
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2014 | Journal Article | IST-REx-ID: 1928
Humplik, Jan, et al. “Evolutionary Dynamics of Infectious Diseases in Finite Populations.” Journal of Theoretical Biology, vol. 360, Elsevier, 2014, pp. 149–62, doi:10.1016/j.jtbi.2014.06.039.
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2014 | Journal Article | IST-REx-ID: 1931 | OA
Savin, Cristina, and Jochen Triesch. “Emergence of Task-Dependent Representations in Working Memory Circuits.” Frontiers in Computational Neuroscience, vol. 8, no. MAY, 57, Frontiers Research Foundation, 2014, doi:10.3389/fncom.2014.00057.
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2014 | Journal Article | IST-REx-ID: 2028 | OA
Bodova, Katarina, et al. “Characterizing Spiking in Noisy Type II Neurons.” Journal of Theoretical Biology, vol. 365, Academic Press, 2014, pp. 40–54, doi:10.1016/j.jtbi.2014.09.041.
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2014 | Journal Article | IST-REx-ID: 2183 | OA
Botella Soler, Vicente, and Paul Glendinning. “Hierarchy and Polysynchrony in an Adaptive Network .” Physical Review E Statistical Nonlinear and Soft Matter Physics, vol. 89, no. 6, 062809, American Institute of Physics, 2014, doi:10.1103/PhysRevE.89.062809.
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2014 | Journal Article | IST-REx-ID: 2231 | OA
Rieckh, Georg, and Gašper Tkačik. “Noise and Information Transmission in Promoters with Multiple Internal States.” Biophysical Journal, vol. 106, no. 5, Biophysical Society, 2014, pp. 1194–204, doi:10.1016/j.bpj.2014.01.014.
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2014 | Journal Article | IST-REx-ID: 3263 | OA
Tkačik, Gašper, et al. “Adaptation to Changes in Higher-Order Stimulus Statistics in the Salamander Retina.” PLoS One, vol. 9, no. 1, e85841, Public Library of Science, 2014, doi:10.1371/journal.pone.0085841.
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2014 | Journal Article | IST-REx-ID: 537 | OA
Prizak, Roshan, et al. “Fitness Consequences of Maternal and Grandmaternal Effects.” Ecology and Evolution, vol. 4, no. 15, Wiley-Blackwell, 2014, pp. 3139–45, doi:10.1002/ece3.1150.
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2014 | Research Data Reference | IST-REx-ID: 9752 | OA
Simmons, Kristina, et al. Data from: Transformation of Stimulus Correlations by the Retina. Dryad, 2014, doi:10.5061/dryad.246qg.
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2014 | Journal Article | IST-REx-ID: 2257 | OA
Tkačik, Gašper, et al. “Searching for Collective Behavior in a Large Network of Sensory Neurons.” PLoS Computational Biology, vol. 10, no. 1, e1003408, Public Library of Science, 2014, doi:10.1371/journal.pcbi.1003408.
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2013 | Book Chapter | IST-REx-ID: 2413
Valderrama, Mario, et al. “Neuronal Oscillations Scale up and Scale down the Brain Dynamics .” Multiscale Analysis and Nonlinear Dynamics: From Genes to the Brain, edited by Misha Meyer and Z. Pesenson, Wiley-VCH, 2013, doi:10.1002/9783527671632.ch08.
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2013 | Journal Article | IST-REx-ID: 2818 | OA
Rajan, Kanaka, et al. “Learning Quadratic Receptive Fields from Neural Responses to Natural Stimuli.” Neural Computation, vol. 25, no. 7, MIT Press , 2013, pp. 1661–92, doi:10.1162/NECO_a_00463.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 

2013 | Journal Article | IST-REx-ID: 2850 | OA
Tkačik, Gašper, et al. “The Simplest Maximum Entropy Model for Collective Behavior in a Neural Network.” Journal of Statistical Mechanics Theory and Experiment, vol. 2013, no. 3, P03011, IOP Publishing Ltd., 2013, doi:10.1088/1742-5468/2013/03/P03011.
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2013 | Journal Article | IST-REx-ID: 2851
Berry, Michael, et al. “A Simple Method for Estimating the Entropy of Neural Activity.” Journal of Statistical Mechanics Theory and Experiment, vol. 2013, no. 3, P03015, IOP Publishing Ltd., 2013, doi:10.1088/1742-5468/2013/03/P03015.
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2013 | Journal Article | IST-REx-ID: 2863 | OA
Granot Atedgi, Einat, et al. “Stimulus-Dependent Maximum Entropy Models of Neural Population Codes.” PLoS Computational Biology, vol. 9, no. 3, e1002922, Public Library of Science, 2013, doi:10.1371/journal.pcbi.1002922.
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2013 | Journal Article | IST-REx-ID: 2861
Botella Soler, Vicente, et al. “Lyapunov Exponent and Topological Entropy Plateaus in Piecewise Linear Maps.” Journal of Physics A: Mathematical and Theoretical, vol. 46, no. 12, 125101, IOP Publishing Ltd., 2013, doi:10.1088/1751-8113/46/12/125101.
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2013 | Journal Article | IST-REx-ID: 2913 | OA
Tkačik, Gašper, et al. “Retinal Metric: A Stimulus Distance Measure Derived from Population Neural Responses.” Physical Review Letters, vol. 110, no. 5, 058104, American Physical Society, 2013, doi:10.1103/PhysRevLett.110.058104.
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2013 | Journal Article | IST-REx-ID: 3261 | OA
Dubuis, Julien, et al. “Positional Information, in Bits.” PNAS, vol. 110, no. 41, National Academy of Sciences, 2013, pp. 16301–08, doi:10.1073/pnas.1315642110.
[Published Version] View | Files available | DOI | PubMed | Europe PMC
 

2013 | Journal Article | IST-REx-ID: 499
Wakamoto, Yurichi, et al. “Dynamic Persistence of Antibiotic-Stressed Mycobacteria.” Science, vol. 339, no. 6115, American Association for the Advancement of Science, 2013, pp. 91–95, doi:10.1126/science.1229858.
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2013 | Journal Article | IST-REx-ID: 2277 | OA
Simmons, Kristina, et al. “Transformation of Stimulus Correlations by the Retina.” PLoS Computational Biology, vol. 9, no. 12, e1003344, Public Library of Science, 2013, doi:10.1371/journal.pcbi.1003344.
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2013 | Journal Article | IST-REx-ID: 2914 | OA
Stephens, Greg, et al. “Statistical Thermodynamics of Natural Images.” Physical Review Letters, vol. 110, no. 1, 018701, American Physical Society, 2013, doi:10.1103/PhysRevLett.110.018701.
[Published Version] View | Files available | DOI | arXiv
 

2012 | Journal Article | IST-REx-ID: 3262 | OA
Tkačik, Gašper, et al. “Optimizing Information Flow in Small Genetic Networks. III. A Self-Interacting Gene.” Physical Review E Statistical Nonlinear and Soft Matter Physics , vol. 85, no. 4, 041903, American Institute of Physics, 2012, doi:10.1103/PhysRevE.85.041903.
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2012 | Journal Article | IST-REx-ID: 3274
Rieckh, Georg, et al. “A 2.5D-Fourier-BEM Model for Vibrations in a Tunnel Running through Layered Anisotropic Soil.” Engineering Analysis with Boundary Elements, vol. 36, no. 6, Elsevier, 2012, pp. 960–67, doi:10.1016/j.enganabound.2011.12.014.
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2011 | Journal Article | IST-REx-ID: 3374 | OA
Tkačik, Gašper, and Aleksandra Walczak. “Information Transmission in Genetic Regulatory Networks a Review.” Journal of Physics: Condensed Matter, vol. 23, no. 15, 153102, IOP Publishing Ltd., 2011, doi:10.1088/0953-8984/23/15/153102.
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2011 | Journal Article | IST-REx-ID: 3384 | OA
Tkačik, Gašper, et al. “Natural Images from the Birthplace of the Human Eye.” PLoS One, vol. 6, no. 6, e20409, Public Library of Science, 2011, doi:10.1371/journal.pone.0020409.
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