Leiter der Forschungsgruppe

Prof. Dr. Matthias Bethge
Öffnet einen internen Link im aktuellen FensterProf. Dr. Matthias Bethge
Tel: 07071 29-89017
Fax: 07071 29-25015
Öffnet ein Fenster zum Versenden einer E-Mailmbethge[at]tuebingen.mpg.de


Sekretärin: Heike König
Tel: 07071 29-89018
Fax: 07071 29-25015
Öffnet ein Fenster zum Versenden einer E-Mailheike.koenig[at]tuebingen.mpg.de


Publikationsliste Forschungsgruppe Bethge

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Artikel (3):

181. Gatys LA, Ecker AS und Bethge M (Oktober-2015) A Neural Algorithm of Artistic Style - . eingereicht
180. Gatys LA, Ecker AS, Tchumatchenko T und Bethge M (Juni-2015) Synaptic unreliability facilitates information transmission in balanced cortical populations Physical Review E 91(062707) 1-7.
179. Lüdtke N, Das D, Theis L und Bethge M (Mai-2015) A Generative Model of Natural Texture Surrogates - . eingereicht
178. Sinz FH, Lies J-P, Gerwinn S und Bethge M (November-2014) Natter: A Python Natural Image Statistics Toolbox Journal of Statistical Software 61(5) 1-34.
177. Kümmerer M, Theis L und Bethge M (November-2014) Deep Gaze I: Boosting Saliency Prediction with Feature Maps Trained on ImageNet - . eingereicht
176. Hosseini R, Sra S, Theis L und Bethge M (Oktober-2014) Statistical inference with the Elliptical Gamma Distribution Machine Learning . eingereicht
175. Froudarakis E, Berens P, Ecker AS, Cotton RJ, Sinz FH, Yatsenko D, Saggau P, Bethge M und Tolias AS (Juni-2014) Population code in mouse V1 facilitates readout of natural scenes through increased sparseness Nature Neuroscience 17(6) 851–857.
174. Ecker AS, Berens P, Cotton RJ, Subramaniyan M, Denfield GH, Cadwell CR, Smirnakis SM, Bethge M und Tolias AS (April-2014) State Dependence of Noise Correlations in Macaque Primary Visual Cortex Neuron 82(1) 235–248.
173. Lies J-P, Häfner RM und Bethge M (März-2014) Slowness and sparseness have diverging effects on complex cell learning PLoS Computational Biology 10(3) 1-11.
172. Gerhard HE und Bethge M (Februar-2014) Towards Rigorous Study of Artistic Style: A New Psychophysical Paradigm Art & Perception 2(1-2) 23-44.
171. Chagas AM, Theis L, Sengupta B, Stüttgen MC, Bethge M und Schwarz C (Dezember-2013) Functional analysis of ultra high information rates conveyed by rat vibrissal primary afferents Frontiers in Neural Circuits 7(190) 1-17.
170. Theis L, Chagas AM, Arnstein D, Schwarz C und Bethge M (November-2013) Beyond GLMs: A Generative Mixture Modeling Approach to Neural System Identification PLoS Computational Biology 9(11) 1-9.
169. Sinz F und Bethge M (November-2013) What Is the Limit of Redundancy Reduction with Divisive Normalization? Neural Computation 25(11) 2809-2814.
168. Subramaniyan M, Ecker AS, Berens P und Tolias AS (März-2013) Macaque Monkeys Perceive the Flash Lag Illusion PLoS ONE 8(3) 1-10.
167. Haefner RM, Gerwinn S, Macke JH und Bethge M (Februar-2013) Inferring decoding strategies from choice probabilities in the presence of correlated variability Nature Neuroscience 16(2) 235–242.
166. Baden T, Godino LP, Yusuf S und Berens P (Februar-2013) Neurowissenschaften in Afrika: Kooperationen und Perspektiven Neuroforum 19(2) 73-74.
165. Gerhard HE, Wichmann FA und Bethge M (Januar-2013) How sensitive is the human visual system to the local statistics of natural images? PLoS Computational Biology 9(1) 1-15.
164. Baden T, Berens P, Bethge M und Euler T (Januar-2013) Spikes in Mammalian Bipolar Cells Support Temporal Layering of the Inner Retina Current Biology 23(1) 48–52.
163. Sinz F und Bethge M (Januar-2013) Temporal Adaptation Enhances Efficient Contrast Gain Control on Natural Images PLoS Computational Biology 9(1) 1-13.
162. Berens P, Ecker AS, Cotton RJ, Ma WJ, Bethge M und Tolias AS (August-2012) A Fast and Simple Population Code for Orientation in Primate V1 Journal of Neuroscience 32(31) 10618-10626.
161. Theis L, Hosseini R und Bethge M (Juli-2012) Mixtures of Conditional Gaussian Scale Mixtures Applied to Multiscale Image Representations PLoS ONE 7(7) 1-8.
160. Putzeys T, Bethge M, Wichmann F, Wagemans J und Goris R (April-2012) A New Perceptual Bias Reveals Suboptimal Population Decoding of Sensory Responses PLoS Computational Biology 8(4) 1-13.
159. Theis L, Gerwinn S, Sinz F und Bethge M (November-2011) In All Likelihood, Deep Belief Is Not Enough Journal of Machine Learning Research 12 3071-3096.
158. Ecker AS, Berens P, Tolias AS und Bethge M (Oktober-2011) The effect of noise correlations in populations of diversely tuned neurons Journal of Neuroscience 31(40) 14272-14283.
157. Kitching T, Amara A, Gill M, Harmeling S, Heymans C, Massey R, Rowe B, Schrabback T, Voigt L, Balan S, Bernstein G, Bethge M, Bridle S, Courbin F, Gentile M, Heavens A, Hirsch M, Hosseini R, Kiessling A, Kirk D, Kuijken K, Mandelbaum R, Moghaddam B, Nurbaeva G, Paulin-Henriksson S, Rassat A, Rhodes J, Schölkopf B, Shawe-Taylor J, Shmakova M, Taylor A, Velander M, van Waerbeke L, Witherick D und Wittman D (September-2011) Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook Annals of Applied Statistics 5(3) 2231-2263.
156. Macke J, Berens P und Bethge M (Juli-2011) Statistical analysis of multi-cell recordings: linking population coding models to experimental data Frontiers in Computational Neuroscience 5(35) 1-2.
155. Macke JH, Opper M und Bethge M (Mai-2011) Common Input Explains Higher-Order Correlations and Entropy in a Simple Model of Neural Population Activity Physical Review Letters 106(20) 1-4.
154. Macke JH, Gerwinn S, White LW, Kaschube M und Bethge M (Mai-2011) Gaussian process methods for estimating cortical maps NeuroImage 56(2) 570-581.
153. Berens P, Ecker AS, Gerwinn S, Tolias AS und Bethge M (März-2011) Reassessing optimal neural population codes with neurometric functions Proceedings of the National Academy of Sciences of the United States of America 108(11) 4423-4428.
152. Gerwinn S, Macke JH und Bethge M (Februar-2011) Reconstructing stimuli from the spike-times of leaky integrate and fire neurons Frontiers in Neuroscience 5(1) 1-16.
151. Sinz F und Bethge M (Dezember-2010) Lp-Nested Symmetric Distributions Journal of Machine Learning Research 11 3409-3451.
150. Berens P, Logothetis NK und Tolias AS (November-2010) Local field potentials, BOLD and spiking activity: Relationships and physiological mechanisms Nature Precedings 2010 1-27.
149. Hosseini R, Sinz FH und Bethge M (Oktober-2010) Lower bounds on the redundancy of natural images Vision Research 50(22) 2213-2222.
148. Lyamzin DR, Macke JH und Lesica NA (Oktober-2010) Modeling population spike trains with specified time-varying spike rates, trial-to-trial variability, and pairwise signal and noise correlations Frontiers in Computational Neuroscience 4(144) 1-11.
147. Bridle S, Balan ST, Bethge M, Gentile M, Harmeling S, Heymans C, Hirsch M, Hosseini R, Jarvis M, Kirk D, Kitching T, Kuijken K, Lewis A, Paulin-Henriksson S, Schölkopf B, Velander M, Voigt L, Witherick D, Amara A, Bernstein G, Courbin F, Gill M, Heavens A, Mandelbaum R, Massey R, Moghaddam B, Rassat A, Refregier A, Rhodes J, Schrabback T, Shawe-Taylor J, Shmakova M, van Waerbeke L und Wittman D (Juli-2010) Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing Monthly Notices of the Royal Astronomical Society 405(3) 2044-2061.
146. Macke JH und Wichmann FA (Mai-2010) Estimating predictive stimulus features from psychophysical data: The decision image technique applied to human faces Journal of Vision 10(5:22) 1-24.
145. Gerwinn S, Macke J und Bethge M (April-2010) Bayesian inference for generalized linear models for spiking neurons Frontiers in Computational Neuroscience 4(12) 1-17.
144. Ecker AS, Berens P, Keliris GA, Bethge M, Logothetis NK und Tolias AS (Januar-2010) Decorrelated Neuronal Firing in Cortical Microcircuits Science 327(5965) 584-587.
143. Gerwinn S, Macke JH und Bethge M (Oktober-2009) Bayesian population decoding of spiking neurons Frontiers in Computational Neuroscience 3(21) 1-14.
142. Berens P (September-2009) CircStat: A Matlab Toolbox for Circular Statistics Journal of Statistical Software 31(10) 1-21.
141. Sinz FH, Gerwinn S und Bethge M (Mai-2009) Characterization of the p-Generalized Normal Distribution Journal of Multivariate Analysis 100(5) 817-820.
140. Eichhorn J, Sinz FH und Bethge M (April-2009) Natural Image Coding in V1: How Much Use is Orientation Selectivity? PLoS Computational Biology 5(4:e1000336) 1-16.
139. Macke JH, Berens P, Ecker AS, Tolias AS und Bethge M (Februar-2009) Generating Spike Trains with Specified Correlation Coefficients Neural Computation 21(2) 397-423.
138. Wiecki TV, Riedinger K, Ameln-Mayerhofer A, Schmidt WJ und Frank MJ (Januar-2009) A neurocomputational account of catalepsy sensitization induced by D2 receptor blockade in rats: context dependency, extinction, and renewal Psychopharmacology 204(2) 265-277.
137. Berens P, Keliris GA, Ecker AS, Logothetis NK und Tolias AS (Dezember-2008) Feature selectivity of the gamma-band of the local field potential in primate primary visual cortex Frontiers in Neuroscience 2(2) 199-207.
136. Ku S-P, Gretton A, Macke J und Logothetis NK (September-2008) Comparison of Pattern Recognition Methods in Classifying High-resolution BOLD Signals Obtained at High Magnetic Field in Monkeys Magnetic Resonance Imaging 26(7) 1007-1014.
135. Berens P, Keliris GA, Ecker AS, Logothetis NK und Tolias AS (Juni-2008) 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 2(2) 1-11.
134. Macke JH, Maack N, Gupta R, Denk W, Schölkopf B und Borst A (Januar-2008) Contour-propagation Algorithms for Semi-automated Reconstruction of Neural Processes Journal of Neuroscience Methods 167(2) 349-357.
133. Bethge M (Juni-2006) Factorial coding of natural images: how effective are linear models in removing higher-order dependencies? Journal of the Optical Society of America A 23(6) 1253-1268.
132. Silberberg G, Bethge M, Markram H, Pawelzik K und Tsodyks M (Februar-2004) Dynamics of Population Rate Codes in Ensembles of Neocortical Neurons Journal of Neurophysiology 91(2) 704-709.
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Last updated: Mittwoch, 27.02.2013