Publikationen:
Theoretische Neurowissenschaften des Sehens
Zeitschriftenartikel (88)
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1.ZeitschriftenartikelCorrection to: Detecting distortions of peripherally presented letter stimuli under crowded conditions. Attention, Perception & Psychophysics 81 (8), S. 2968 - 2970 (2019)
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2.ZeitschriftenartikelEngineering a Less Artificial Intelligence. Neuron 103 (6), S. 967 - 979 (2019)
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3.ZeitschriftenartikelDeep convolutional models improve predictions of macaque V1 responses to natural images. PLoS Computational Biology 15 (4) (2019)
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4.ZeitschriftenartikelImage content is more important than Bouma's Law for scene metamers. eLife 8 (2019)
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5.ZeitschriftenartikelFaster processing of moving compared with flashed bars in awake macaque V1 provides a neural correlate of the flash lag illusion. Journal of Neurophysiology 120 (5), S. 2430 - 2452 (2018)
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6.ZeitschriftenartikelDeepLabCut: markerless pose estimation of user-defined body parts with deep learning. Nature Neuroscience 21 (9), S. 1281 - 1289 (2018)
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7.ZeitschriftenartikelAttentional fluctuations induce shared variability in macaque primary visual cortex. Nature Communications 9, 2654, S. 1 - 14 (2018)
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8.ZeitschriftenartikelTexture and art with deep neural networks. Current Opinion in Neurobiology 46, S. 178 - 186 (2017)
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9.ZeitschriftenartikelSignatures of criticality arise from random subsampling in simple population models. PLoS Computational Biology 13 (10) (2017)
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10.ZeitschriftenartikelDetecting distortions of peripherally presented letter stimuli under crowded conditions. Attention, Perception, Psychophysics 79 (3), S. 850 - 862 (2017)
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11.ZeitschriftenartikelInhibition decorrelates visual feature representations in the inner retina. Nature 542 (7642), S. 439 - 444 (2017)
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12.ZeitschriftenartikelInference and mixture modeling with the Elliptical Gamma Distribution. Computational Statistics Data Analysis 101, S. 29 - 43 (2016)
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13.ZeitschriftenartikelReading Out Olfactory Receptors: Feedforward Circuits Detect Odors in Mixtures without Demixing. Neuron 91 (5), S. 1110 - 1123 (2016)
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14.ZeitschriftenartikelBenchmarking Spike Rate Inference in Population Calcium Imaging. Neuron 90 (3), S. 471 - 482 (2016)
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15.ZeitschriftenartikelTesting models of peripheral encoding using metamerism in an oddity paradigm. Journal of Vision 16 (2), 4, S. 1 - 30 (2016)
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16.ZeitschriftenartikelElectrophysiological, transcriptomic and morphologic profiling of single neurons using Patch-seq. Nature Biotechnology 34 (2), S. 199 - 203 (2016)
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17.ZeitschriftenartikelOn the Structure of Neuronal Population Activity under Fluctuations in Attentional State. Journal of Neuroscience 36 (5), S. 1775 - 1789 (2016)
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18.ZeitschriftenartikelThe functional diversity of retinal ganglion cells in the mouse. Nature 529 (7586), S. 345 - 350 (2016)
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19.ZeitschriftenartikelInformation-theoretic model comparison unifies saliency metrics. Proceedings of the National Academy of Sciences of the United States of America 112 (52), S. 16054 - 16059 (2015)
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20.ZeitschriftenartikelPrinciples of connectivity among morphologically defined cell types in adult neocortex. Science 350 (6264), S. aac9462-1 - aac9462-10 (2015)
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21.ZeitschriftenartikelA Neural Algorithm of Artistic Style. Nature Communications submitted (2015)
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22.ZeitschriftenartikelSynaptic unreliability facilitates information transmission in balanced cortical populations. Physical Review E 91, 062707, S. 1 - 7 (2015)
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23.ZeitschriftenartikelA Generative Model of Natural Texture Surrogates. - submitted (2015)
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24.ZeitschriftenartikelNeural population coding: combining insights from microscopic and mass signals. Trends in Cognitive Sciences 19 (3), S. 162 - 172 (2015)
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25.ZeitschriftenartikelImproved Estimation and Interpretation of Correlations in Neural Circuits. PLoS Computational Biology 11 (3) (2015)
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26.ZeitschriftenartikelCrowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression. Nature Biotechnology 33 (1), S. 51 - 57 (2015)
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27.ZeitschriftenartikelHierarchical models for neural population dynamics in the presence of non-stationarity. - submitted (2015)
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28.ZeitschriftenartikelIs there signal in the noise? Nature Neuroscience 17 (6), S. 750 - 751 (2014)
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29.ZeitschriftenartikelPopulation code in mouse V1 facilitates readout of natural scenes through increased sparseness. Nature Neuroscience 17 (6), S. 851 - 857 (2014)
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30.ZeitschriftenartikelQuantifying the effect of intertrial dependence on perceptual decisions. Journal of Vision 14 (7:9), S. 1 - 16 (2014)
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31.ZeitschriftenartikelState Dependence of Noise Correlations in Macaque Primary Visual Cortex. Neuron 82 (1), S. 235 - 248 (2014)
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32.ZeitschriftenartikelSlowness and sparseness have diverging effects on complex cell learning. PLoS Computational Biology 10 (3) (2014)
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33.ZeitschriftenartikelTowards Rigorous Study of Artistic Style: A New Psychophysical Paradigm. Art & Perception 2 (1-2), S. 23 - 44 (2014)
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34.ZeitschriftenartikelFunctional analysis of ultra high information rates conveyed by rat vibrissal primary afferents. Frontiers in Neural Circuits 7 (2013)
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35.ZeitschriftenartikelBeyond GLMs: A Generative Mixture Modeling Approach to Neural System Identification. PLoS Computational Biology 9 (11) (2013)
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36.ZeitschriftenartikelTemporal Jitter of the BOLD Signal Reveals a Reliable Initial Dip and Improved Spatial Resolution. Current Biology 23 (21), S. 2146 - 2150 (2013)
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37.ZeitschriftenartikelEstimation bias in maximum entropy models. Entropy 15 (8), S. 3109 - 3219 (2013)
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38.ZeitschriftenartikelMacaque Monkeys Perceive the Flash Lag Illusion. PLoS One 8 (3) (2013)
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39.ZeitschriftenartikelSpikes in Mammalian Bipolar Cells Support Temporal Layering of the Inner Retina. Current Biology 23 (1), S. 48 - 52 (2013)
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40.ZeitschriftenartikelHow sensitive is the human visual system to the local statistics of natural images? PLoS Computational Biology 9 (1) (2013)
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41.ZeitschriftenartikelA Fast and Simple Population Code for Orientation in Primate V1. Journal of Neuroscience 32 (31), S. 10618 - 10626 (2012)
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42.ZeitschriftenartikelLow Error Discrimination using a Correlated Population Code. Journal of Neurophysiology 108 (4), S. 1069 - 1088 (2012)
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43.ZeitschriftenartikelMixtures of Conditional Gaussian Scale Mixtures Applied to Multiscale Image Representations. PLoS One 7 (7) (2012)
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44.ZeitschriftenartikelA New Perceptual Bias Reveals Suboptimal Population Decoding of Sensory Responses. PLoS Computational Biology 8 (4) (2012)
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45.ZeitschriftenartikelIn All Likelihood, Deep Belief Is Not Enough. The Journal of Machine Learning Research 12, S. 3071 - 3096 (2011)
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46.ZeitschriftenartikelThe effect of noise correlations in populations of diversely tuned neurons. The Journal of Neuroscience 31 (40), S. 14272 - 14283 (2011)
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47.ZeitschriftenartikelGravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook. Annals of Applied Statistics 5 (3), S. 2231 - 2263 (2011)
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48.ZeitschriftenartikelStatistical analysis of multi-cell recordings: linking population coding models to experimental data. Frontiers in Computational Neuroscience 5 (2011)
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49.ZeitschriftenartikelVisual Perception of Thick Transparent Materials. Psychological Science 22 (6), S. 812 - 820 (2011)
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50.ZeitschriftenartikelCommon Input Explains Higher-Order Correlations and Entropy in a Simple Model of Neural Population Activity. Physical Review Letters 106 (20), 208102, S. 1 - 4 (2011)