Prof. Dr. Alexander S. Ecker

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  • 2022 | Journal Article | 
    ​ ​Goldin, Matías A., et al. "Context-dependent selectivity to natural images in the retina​." ​Nature Communications, vol. 13, no. 1, ​2022, , ​doi: 10.1038/s41467-022-33242-8. 
    ​Details  DOI 
  • 2021 | Lecture
    ​ ​Ecker, Alexander S.. "Künstliche Intelligenz: Was ist das und warum reden alle darüber?​." ​​Künstliche Intelligenz, Data Science und Gesellschaft, ​2021, ​Göttingen. 
    ​Details 
  • 2021 | Journal Article | Research Paper | 
    ​ ​Burg, Max F., et al. "Learning divisive normalization in primary visual cortex​." ​PLoS Computational Biology, vol. 17, no. 6, ​2021, p. e1009028​, ​doi: 10.1371/journal.pcbi.1009028. 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Weis, Marissa A., et al. "Benchmarking Unsupervised Object Representations for Video Sequences​." ​Journal of Machine Learning Research, vol. 22, no. 183, ​2020, pp. 1​-61​. ​
    ​Details  WoS  arXiv 
  • 2020 | Preprint
    ​ ​Burg, Max F., et al. "Learning Divisive Normalization in Primary Visual Cortex​." ​​2020. doi: 10.1101/767285. 
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Zhao, Zhijian, et al. "The temporal structure of the inner retina at a single glance​." ​Scientific Reports, vol. 10, no. 1, ​2020, , ​doi: 10.1038/s41598-020-60214-z. 
    ​Details  DOI  PMID  PMC 
  • 2019 | Conference Paper
    ​ ​Funke, Christina, et al. "Comparing Humans and Deep Neural Networks on Visual Shape Judgments in Cluttered Images​." ​vol. 48, PERCEPTION, 2019 - 2019​2019. p. 199​
    ​Details 
  • 2019 | Conference Paper
    ​ ​Cadena, Santiago A., et al. "How well do deep neural networks trained on object recognition characterize the mouse visual system?​." ​33rd Conference on Neural Information Processing Systems (NeurIPS 2019), ), Vancouver, Canada, 2019-12-08 - 2019-12-14​2019. 
    ​Details 
  • 2019 | Journal Article
    ​ ​Michaelis, Claudio, et al. "Comparing Search Strategies of Humans and Machines in Clutter​." ​Journal of Vision, vol. 19, no. 10, ​2019, , ​doi: 10.1167/19.10.309c. 
    ​Details  DOI 
  • 2019 | Preprint
    ​ ​Zhao, Zhijian, et al. "The temporal structure of the inner retina at a single glance​." ​​2019. doi: 10.1101/743047. 
    ​Details  DOI 
  • 2019 | Preprint
    ​ ​Michaelis, Claudio, et al. "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming​." ​​2019. 
    ​Details  arXiv 
  • 2019 | Conference Paper
    ​ ​Günthner, Max F., et al. "Learning Divisive Normalization in Primary Visual Cortex​." ​Conference on Cognitive Computational Neuroscience 2019, Berlin, Germany, 2019-09-13 - 2019-09-16​2019. doi: 10.32470/CCN.2019.1211-0. 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Cadena, Santiago A., et al. "Deep convolutional models improve predictions of macaque V1 responses to natural images​." ​PLoS Computational Biology, vol. 15, no. 4, ​2019, , ​doi: 10.1371/journal.pcbi.1006897. 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article | 
    ​ ​Wallis, Thomas S. A., et al. "Image content is more important than Bouma's Law for scene metamers​." ​eLife, vol. 8, ​2019, , ​doi: 10.7554/eLife.42512. 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article
    ​ ​Walker, Edgar Y., et al. "Inception loops discover what excites neurons most using deep predictive models​." ​Nature Neuroscience, vol. 22, no. 12, ​2019, pp. 2060​-2065​, ​doi: 10.1038/s41593-019-0517-x. 
    ​Details  DOI  PMID  PMC 
  • 2018 | Conference Paper
    ​ ​Schneider, Steffen, et al. "Multi-Task Generalization and Adaptation between Noisy Digit Datasets: An Empirical Study​." ​Neural Information Processing Systems (NeurIPS), Workshop on Continual Learning, Montreal, Canada, 2018 - 2018​2018. 
    ​Details 
  • 2018 | Conference Paper
    ​ ​Cotton, R. J., et al. "Scaling of information in large sensory populations​." ​AREADNE 2018: Research in Encoding And Decoding of Neural Ensembles, AREADNE 2018: Research in Encoding And Decoding of Neural Ensembles, 2018-06-20 - 2018-06-24​2018. 
    ​Details 
  • 2018 | Conference Paper
    ​ ​Schneider, Steffen, et al. "SALAD: A Toolbox for Semi-supervised Adaptive Learning Across Domains​." ​32nd Conference on Neural Information Processing Systems (NIPS 2018), Montréal, Canada, 2018 - 2018​2018. 
    ​Details 
  • 2018 | Conference Paper
    ​ ​Ecker, Alexander S., et al. "A rotation-equivariant convolutional neural network model of primary visual cortex​." ​​2018, . ​
    ​Details  arXiv 
  • 2018 | Book Chapter
    ​ ​Escalera, Sergio, et al. "Introduction to NIPS 2017 Competition Track​." ​The NIPS '17 Competition: Building Intelligent Systems, edited by S. Escalera, N. Weimer, ​Springer, ​2018, pp. 1​-23​. ​doi: 10.1007/978-3-319-94042-7_1. 
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Michaelis, Claudio, Matthias Bethge, and Alexander S. Ecker. "One-Shot Segmentation in Clutter​." ​​2018. 
    ​Details  arXiv 
  • 2018 | Journal Article
    ​ ​Funke, Christina, et al. "Comparing the ability of humans and DNNs to recognise closed contours in cluttered images​." ​Journal of Vision, vol. 18, no. 10, ​2018, p. 800​, ​doi: 10.1167/18.10.800. 
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Sinz, Fabian H., et al. "Stimulus domain transfer in recurrent models for large scale cortical population prediction on video​." ​​2018. doi: 10.1101/452672. 
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Walker, Edgar Y., et al. "Inception in visual cortex: in vivo-silico loops reveal most exciting images​." ​​2018. doi: 10.1101/506956. 
    ​Details  DOI 
  • 2018 | Book Chapter
    ​ ​Cadena, Santiago A., et al. "Diverse Feature Visualizations Reveal Invariances in Early Layers of Deep Neural Networks​." ​Computer Vision – ECCV 2018, edited by V. Ferrari, M. Hebert, C. Sminchisescu, vol. 11216, ​Springer, ​2018, pp. 225​-240​. ​​Lecture Notes in Computer Science;. doi: 10.1007/978-3-030-01258-8_14. 
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Michaelis, Claudio, et al. "One-Shot Instance Segmentation​." ​​2018. 
    ​Details  arXiv 
  • 2018 | Preprint
    ​ ​Wallis, Thomas S. A., et al. "Image content is more important than Bouma’s Law for scene metamers​." ​​2018. doi: 10.1101/378521. 
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Denfield, George H., et al. "Attentional fluctuations induce shared variability in macaque primary visual cortex​." ​​2018. doi: 10.1101/189282. 
    ​Details  DOI 
  • 2018 | Journal Article | 
    ​ ​Denfield, George H., et al. "Attentional fluctuations induce shared variability in macaque primary visual cortex​." ​Nature Communications, vol. 9, no. 1, ​2018, , ​doi: 10.1038/s41467-018-05123-6. 
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Subramaniyan, Manivannan, et al. "Faster processing of moving compared with flashed bars in awake macaque V1 provides a neural correlate of the flash lag illusion​." ​Journal of Neurophysiology, vol. 120, no. 5, ​2018, pp. 2430​-2452​, ​doi: 10.1152/jn.00792.2017. 
    ​Details  DOI  PMID  PMC 
  • 2017 | Conference Paper
    ​ ​Vinogradov, O., and A. S. Ecker. "Mixed latent variable model of attention in V1​." ​Göttingen, 2017-09-13 - 2017-09-15​2017. pp. 242​-243​
    ​Details 
  • 2017 | Preprint
    ​ ​Funke, Christina M., et al. "Synthesising Dynamic Textures using Convolutional Neural Networks​." ​​2017. 
    ​Details  arXiv 
  • 2017 | Preprint
    ​ ​Klindt, David A., et al. "Neural system identification for large populations separating "what" and "where"​." ​​2017. 
    ​Details  arXiv 
  • 2017 | Conference Paper
    ​ ​Gatys, Leon A., et al. "Controlling Perceptual Factors in Neural Style Transfer​." ​2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), ​2017, pp. 3730​-3738​. ​doi: 10.1109/CVPR.2017.397. 
    ​Details  DOI 
  • 2017 | Preprint
    ​ ​Wallis, Thomas S. A., et al. "A parametric texture model based on deep convolutional features closely matches texture appearance for humans​." ​​2017. doi: 10.1101/165761. 
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Wallis, Thomas, et al. "Towards matching peripheral appearance for arbitrary natural images using deep features​." ​Journal of Vision, vol. 17, no. 10, ​2017, , ​doi: 10.1167/17.10.786. 
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Funke, Christina, et al. "A parametric texture model based on deep convolutional features closely matches texture appearance for humans​." ​Journal of Vision, vol. 17, no. 10, ​2017, , ​doi: 10.1167/17.10.1081. 
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Wallis, Thomas S. A., et al. "A parametric texture model based on deep convolutional features closely matches texture appearance for humans​." ​Journal of Vision, vol. 17, no. 12, ​2017, pp. 1​-29​, ​doi: 10.1167/17.12.5. 
    ​Details  DOI  PMID  PMC 
  • 2017 | Journal Article
    ​ ​Gatys, Leon A., Alexander S. Ecker, and Matthias Bethge. "Texture and art with deep neural networks​." ​Current Opinion in Neurobiology, vol. 46, ​2017, pp. 178​-186​, ​doi: 10.1016/j.conb.2017.08.019. 
    ​Details  DOI  PMID  PMC 
  • 2016 | Preprint
    ​ ​Gatys, Leon A., Alexander S. Ecker, and Matthias Bethge. "Texture Modelling Using Convolutional Neural Networks​." ​​2016. 
    ​Details 
  • 2016 | Conference Paper
    ​ ​Cadwell, C. R., et al. "Cell Lineage Directs teh Precise Assembly of Excitatory Neocortical Circuits​." ​AREADNE 2016: Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece, 2016-06-22 - 2016-06-26​2016. 
    ​Details 
  • 2016 | Conference Paper
    ​ ​Wallis, Thomas S., et al. "Towards matching the peripheral visual appearance of arbitrary scenes using deep convolutional neural networks​." ​Perception, vol. 45, ​2016, pp. 175​-176​. ​
    ​Details 
  • 2016 | Journal Article
    ​ ​Wallis, Thomas, et al. "Seeking summary statistics that match peripheral visual appearance using naturalistic textures generated by Deep Neural Networks​." ​Journal of Vision, vol. 16, no. 12, ​2016, , ​doi: 10.1167/16.12.230. 
    ​Details  DOI 
  • 2016 | Conference Paper
    ​ ​Ecker, A. S.. "What's the Signal in the Noise?​." ​Santorini, Greece, 2016-06-22 - 2016-06-26​2016. 
    ​Details 
  • 2016 | Conference Paper
    ​ ​Cadena, S., et al. "A goal-driven deep learning approach for V1 system identification​." ​Proceedings of the Bernstein Conference 2016, ​2016, . ​
    ​Details 
  • 2016 | Journal Article
    ​ ​Gatys, Leon, Alexander Ecker, and Matthias Bethge. "A Neural Algorithm of Artistic Style​." ​Journal of Vision, vol. 16, no. 12, ​2016, , ​doi: 10.1167/16.12.326. 
    ​Details  DOI 
  • 2016 | Journal Article
    ​ ​Jiang, Xiaolong, et al. "Response to Comment on "Principles of connectivity among morphologically defined cell types in adult neocortex"​." ​Science, vol. 353, no. 6304, ​2016, , ​doi: 10.1126/science.aaf6102. 
    ​Details  DOI  PMID  PMC 
  • 2016 | Journal Article
    ​ ​Rossant, Cyrille, et al. "Spike sorting for large, dense electrode arrays​." ​Nature Neuroscience, vol. 19, no. 4, ​2016, pp. 634​-641​, ​doi: 10.1038/nn.4268. 
    ​Details  DOI  PMID  PMC 
  • 2016 | Journal Article
    ​ ​Ecker, Alexander S., et al. "On the Structure of Neuronal Population Activity under Fluctuations in Attentional State​." ​The Journal of Neuroscience, vol. 36, no. 5, ​2016, pp. 1775​-1789​, ​doi: 10.1523/JNEUROSCI.2044-15.2016. 
    ​Details  DOI  PMID  PMC 
  • 2015 | Conference Paper
    ​ ​Bassetto, G., et al. "A statistical characterization of neural population responses in V1​." ​Bernstein Conference 2015, Heidelberg/Mannheim, 2015-09-15 - 2015-09-17​2015. pp. 146​-147​
    ​Details 
  • 2015 | Conference Paper
    ​ ​Cadwell, C. R., et al. "Sibling rivalry and cooperation among excitatory neurons in the neocortex​." ​45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), Chicago, 2015-10-17 - 2015-10-22​2015. 
    ​Details 
  • 2015 | Preprint
    ​ ​Denfield, G. H., Alexander S. Ecker, and A. S. Tolias. "The Role of Internal Signals in Structuring V1 Population Activity​." ​​2015. 
    ​Details 
  • 2015 | Preprint
    ​ ​Yatsenko, Dimitri, et al. "DataJoint: managing big scientific data using MATLAB or Python​." ​​2015. doi: 10.1101/031658. 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Jiang, Xiaolong, et al. "Principles of connectivity among morphologically defined cell types in adult neocortex​." ​Science, vol. 350, no. 6264, ​2015, , ​doi: 10.1126/science.aac9462. 
    ​Details  DOI  PMID  PMC 
  • 2015 | Journal Article
    ​ ​Gatys, Leon A., et al. "Synaptic unreliability facilitates information transmission in balanced cortical populations​." ​Physical Review. E, vol. 91, no. 6, ​2015, , ​doi: 10.1103/PhysRevE.91.062707. 
    ​Details  DOI  PMID  PMC 
  • 2015 | Journal Article
    ​ ​Yatsenko, Dimitri, et al. "Improved Estimation and Interpretation of Correlations in Neural Circuits​." ​PLoS Computational Biology, vol. 11, no. 3, ​2015, , ​doi: 10.1371/journal.pcbi.1004083. 
    ​Details  DOI  PMID  PMC 
  • 2014 | Preprint
    ​ ​Gatys, L. A., et al. "How much signal is there in the noise?​." ​​2014. 
    ​Details 
  • 2014 | Preprint
    ​ ​Ecker, Alexander S.. "Origins and implications of correlated neuronal variability​." ​​2014. 
    ​Details 
  • 2014 | Journal Article
    ​ ​Ecker, Alexander S., and Andreas S. Tolias. "Is there signal in the noise?​." ​Nature Neuroscience, vol. 17, no. 6, ​2014, pp. 750​-751​, ​doi: 10.1038/nn.3722. 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Froudarakis, Emmanouil, et al. "Population code in mouse V1 facilitates readout of natural scenes through increased sparseness​." ​Nature Neuroscience, vol. 17, no. 6, ​2014, pp. 851​-857​, ​doi: 10.1038/nn.3707. 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Ecker, Alexander S., et al. "State Dependence of Noise Correlations in Macaque Primary Visual Cortex​." ​Neuron, vol. 82, no. 1, ​2014, pp. 235​-248​, ​doi: 10.1016/j.neuron.2014.02.006. 
    ​Details  DOI  PMID  PMC 
  • 2013 | Conference Paper
    ​ ​Froudarakis, E., et al. "Encoding of natural scene statistics in the primary visual cortex of the mouse​." ​Computational and Systems Neuroscience Meeting (COSYNE 2013), Salt Lake City, 2013-02-28 - 2013-03-03​2013. 
    ​Details 
  • 2013 | Conference Paper
    ​ ​Gatys, L., et al. "Information Coding in the Variance of Neural Activity​." ​Bernstein Conference 2013, Tübingen, 2013-09-24 - 2013-09-27​2013. p. 44​
    ​Details 
  • 2013 | Journal Article
    ​ ​Subramaniyan, Manivannan, et al. "Macaque Monkeys Perceive the Flash Lag Illusion​." ​PLoS One, vol. 8, no. 3, ​2013, , ​doi: 10.1371/journal.pone.0058788. 
    ​Details  DOI  PMID  PMC 
  • 2012 | Journal Article
    ​ ​Berens, Philipp, et al. "A Fast and Simple Population Code for Orientation in Primate V1​." ​The Journal of Neuroscience, vol. 32, no. 31, ​2012, pp. 10618​-10626​, ​doi: 10.1523/JNEUROSCI.1335-12.2012. 
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article | 
    ​ ​Berens, Philipp, et al. "Optimal Population Coding, Revisited​." ​Nature Precedings, ​2011, , ​doi: 10.1038/npre.2011.5513.1. 
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Berens, Philipp, et al. "Reassessing optimal neural population codes with neurometric functions​." ​Proceedings of the National Academy of Sciences of the United States of America, vol. 108, no. 11, ​2011, pp. 4423​-4428​, ​doi: 10.1073/pnas.1015904108. 
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article
    ​ ​Ecker, Alexander S., et al. "The Effect of Noise Correlations in Populations of Diversely Tuned Neurons​." ​The Journal of Neuroscience, vol. 31, no. 40, ​2011, pp. 14272​-14283​, ​doi: 10.1523/JNEUROSCI.2539-11.2011. 
    ​Details  DOI  PMID  PMC 
  • 2010 | Journal Article
    ​ ​Ecker, Alexander S., et al. "Decorrelated Neuronal Firing in Cortical Microcircuits​." ​Science, vol. 327, no. 5965, ​2010, pp. 584-7​-587​, ​doi: 10.1126/science.1179867. 
    ​Details  DOI  PMID  PMC 
  • 2009 | Conference Abstract
    ​ ​Andreas, Tolias, and Alexander S. Ecker. "Sensory input statistics and network mechanisms in primate primary visual cortex​." ​Frontiers in Systems Neuroscience, vol. 3, ​2009, . ​doi: 10.3389/conf.neuro.06.2009.03.298. 
    ​Details  DOI 
  • 2009 | Conference Paper
    ​ ​Berens, P., et al. "Neurometric function analysis of population codes​." ​Proceedings of the Annual Conference on Neural Information Processing Systems 2009, Advances in Neural Information Processing Systems, vol. 22, ​2009, Art. 89077​. ​
    ​Details 
  • 2009 | Journal Article
    ​ ​Berens, Philipp, et al. "Neurometric function analysis of short-term population codes​." ​Frontiers in Computational Neuroscience, vol. 3, ​2009, , ​doi: 10.3389/conf.neuro.10.2009.14.093. 
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Macke, Jakob H., et al. "Generating Spike Trains with Specified Correlation Coefficients​." ​Neural Computation, vol. 21, no. 2, ​2009, pp. 397​-423​, ​doi: 10.1162/neco.2008.02-08-713. 
    ​Details  DOI  PMID  PMC 
  • 2008 | Conference Paper
    ​ ​Macke, J. H., et al. "Modeling populations of spiking neurons with the Dichotomized Gaussian distribution​." ​Annual Meeting 2008 of Sloan-Swartz Centers for Theoretical Neurobiology, Princeton University,, 2008-07-19 - 2008-07-22​2008. 
    ​Details 
  • 2008 | Conference Paper
    ​ ​Ecker, A., et al. "Towards the neural basis of the flash-lag effect​." ​Proceedings of the International Workshop on Aspects of Adaptive Cortex Dynamics, ​2008, . ​
    ​Details 
  • 2008 | Preprint
    ​ ​Ecker, A. S.. "Predictive Coding and Spike Timing Dependent Plasticity in Primary Visual Cortex​." ​​2008. 
    ​Details 
  • 2008 | Conference Paper
    ​ ​Bethge, M., et al. "Flexible Models for Population Spike Trains​." ​AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece, 2008-06-26 - 2008-06-28​2008. 
    ​Details 
  • 2008 | Conference Paper
    ​ ​Berens, P., et al. "Pairwise Correlations and Multineuronal Firing Patterns in the Primary Visual Cortex of the Awake, Behaving Macaque​." ​AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece, 2008-06-20 - 2008-06-24​2008. 
    ​Details 
  • 2008 | Journal Article
    ​ ​Berens, Philipp, et al. "Feature selectivity of the gamma-band of the local field potential in primate primary visual cortex​." ​Frontiers in Neuroscience, vol. 2, no. 2, ​2008, pp. 199​-207​, ​doi: 10.3389/neuro.01.037.2008. 
    ​Details  DOI  PMID  PMC 
  • 2008 | Journal Article
    ​ ​Berens, Philipp, et al. "Comparing the feature selectivity of the gamma-band of the local field potential and the underlying spiking activity in primate visual cortex​." ​Frontiers in Systems Neuroscience, vol. 2, ​2008, , ​doi: 10.3389/neuro.06.002.2008. 
    ​Details  DOI  PMID  PMC 
  • 2007 | Conference Paper
    ​ ​Berens, P., et al. "On the spatial scale of the local field potential-orientation and ocularity tuning of the local field potential in the primary visual cortex of the macaque​." ​37th Annual Meeting of the Society for Neuroscience (Neuroscience 2007), San Diego, 2007-11-03 - 2007​2007. 
    ​Details 
  • 2007 | Conference Paper
    ​ ​Tolias, A. S., et al. "Population codes, correlations and coding uncertainty​." ​Neural Coding, Computation and Dynamics (NCCD 07), Capbreton (France), 2007-09-22 - 2007-09-25​2007. 
    ​Details 
  • 2007 | Conference Paper
    ​ ​Berens, Philipp, et al. "Orientation tuning of the local field potential and multi-unit activity in the primary visual cortex of the macaque​." ​7th Meeting of the German Neuroscience Society, 31st Göttingen Neurobiology Conference, Göttingen, 2007-03-28 - 2007-04-01​2007. 
    ​Details 
  • 2007 | Journal Article
    ​ ​Tolias, Andreas S., et al. "Recording Chronically From the Same Neurons in Awake, Behaving Primates​." ​Journal of Neurophysiology, vol. 98, no. 6, ​2007, pp. 3780​-3790​, ​doi: 10.1152/jn.00260.2007. 
    ​Details  DOI  PMID  PMC 
  • 2006 | Conference Paper
    ​ ​Tolias, A. S., et al. "Structure of interneuronal correlations in the primary visual cortex of the rhesus macaque​." ​Computational and Systems Neuroscience Meeting (COSYNE 2006), Salt Lake City, Utah, 2006-03-05 - 2006-03-08​2006. 
    ​Details 

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