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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 (7):

164. Sinz FH Person, Lies J-P , Gerwinn S Person und Bethge M Person (November-2014) Natter: A Python Natural Image Statistics Toolbox Journal of Statistical Software 61(5) 1-34.
163. Kümmerer M Person, Theis L Person und Bethge M Person (November-2014) Deep Gaze I: Boosting Saliency Prediction with Feature Maps Trained on ImageNet - . eingereicht
162. Hosseini R Person, Sra S Person, Theis L Person und Bethge M Person (Oktober-2014) Statistical inference with the Elliptical Gamma Distribution Machine Learning . eingereicht
161. Froudarakis E , Berens P Person, Ecker AS Person, Cotton RJ , Sinz FH Person, Yatsenko D , Saggau P , Bethge M Person und Tolias AS Person (Juni-2014) Population code in mouse V1 facilitates readout of natural scenes through increased sparseness Nature Neuroscience 17(6) 851–857.
160. Ecker AS Person, Berens P Person, Cotton RJ , Subramaniyan M , Denfield GH , Cadwell CR , Smirnakis SM , Bethge M Person und Tolias AS Person (April-2014) State Dependence of Noise Correlations in Macaque Primary Visual Cortex Neuron 82(1) 235–248.
159. Lies J-P , Häfner RM Person und Bethge M Person (März-2014) Slowness and sparseness have diverging effects on complex cell learning PLoS Computational Biology 10(3) 1-11.
158. Gerhard HE Person und Bethge M Person (Februar-2014) Towards Rigorous Study of Artistic Style: A New Psychophysical Paradigm Art & Perception 2(1-2) 23-44.
157. Chagas AM , Theis L Person, Sengupta B Person, Stüttgen MC , Bethge M Person 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.
156. Theis L Person, Chagas AM , Arnstein D Person, Schwarz C und Bethge M Person (November-2013) Beyond GLMs: A Generative Mixture Modeling Approach to Neural System Identification PLoS Computational Biology 9(11) 1-9.
155. Sinz F Person und Bethge M Person (November-2013) What Is the Limit of Redundancy Reduction with Divisive Normalization? Neural Computation 25(11) 2809-2814.
154. Subramaniyan M , Ecker AS Person, Berens P Person und Tolias AS Person (März-2013) Macaque Monkeys Perceive the Flash Lag Illusion PLoS ONE 8(3) 1-10.
153. Haefner RM Person, Gerwinn S Person, Macke JH Person und Bethge M Person (Februar-2013) Inferring decoding strategies from choice probabilities in the presence of correlated variability Nature Neuroscience 16(2) 235–242.
152. Baden T , Godino LP , Yusuf S und Berens P Person (Februar-2013) Neurowissenschaften in Afrika: Kooperationen und Perspektiven Neuroforum 19(2) 73-74.
151. Gerhard HE Person, Wichmann FA Person und Bethge M Person (Januar-2013) How sensitive is the human visual system to the local statistics of natural images? PLoS Computational Biology 9(1) 1-15.
150. Baden T , Berens P Person, Bethge M Person und Euler T (Januar-2013) Spikes in Mammalian Bipolar Cells Support Temporal Layering of the Inner Retina Current Biology 23(1) 48–52.
149. Sinz F Person und Bethge M Person (Januar-2013) Temporal Adaptation Enhances Efficient Contrast Gain Control on Natural Images PLoS Computational Biology 9(1) 1-13.
148. Berens P , Ecker AS Person, Cotton RJ , Ma WJ , Bethge M Person und Tolias AS Person (August-2012) A Fast and Simple Population Code for Orientation in Primate V1 Journal of Neuroscience 32(31) 10618-10626.
147. Theis L Person, Hosseini R Person und Bethge M Person (Juli-2012) Mixtures of Conditional Gaussian Scale Mixtures Applied to Multiscale Image Representations PLoS ONE 7(7) 1-8.
146. Putzeys T , Bethge M Person, Wichmann F Person, 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.
145. Theis L Person, Gerwinn S Person, Sinz F Person und Bethge M Person (November-2011) In All Likelihood, Deep Belief Is Not Enough Journal of Machine Learning Research 12 3071-3096.
144. Ecker AS Person, Berens P Person, Tolias AS Person und Bethge M Person (Oktober-2011) The effect of noise correlations in populations of diversely tuned neurons Journal of Neuroscience 31(40) 14272-14283.
143. Kitching T , Amara A , Gill M , Harmeling S Person, Heymans C , Massey R , Rowe B , Schrabback T , Voigt L , Balan S , Bernstein G , Bethge M Person, Bridle S , Courbin F , Gentile M , Heavens A , Hirsch M Person, Hosseini R Person, Kiessling A , Kirk D , Kuijken K , Mandelbaum R , Moghaddam B , Nurbaeva G , Paulin-Henriksson S , Rassat A , Rhodes J , Schölkopf B Person, 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.
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142. Macke J Person, Berens P Person und Bethge M Person (Juli-2011) Statistical analysis of multi-cell recordings: linking population coding models to experimental data Frontiers in Computational Neuroscience 5(35) 1-2.
141. Macke JH Person, Opper M und Bethge M Person (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.
140. Macke JH Person, Gerwinn S Person, White LW , Kaschube M und Bethge M Person (Mai-2011) Gaussian process methods for estimating cortical maps NeuroImage 56(2) 570-581.
139. Berens P Person, Ecker AS Person, Gerwinn S Person, Tolias AS Person und Bethge M Person (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.
138. Gerwinn S Person, Macke JH Person und Bethge M Person (Februar-2011) Reconstructing stimuli from the spike-times of leaky integrate and fire neurons Frontiers in Neuroscience 5(1) 1-16.
137. Sinz F Person und Bethge M Person (Dezember-2010) Lp-Nested Symmetric Distributions Journal of Machine Learning Research 11 3409-3451.
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136. Berens P Person, Logothetis NK Person und Tolias AS Person (November-2010) Local field potentials, BOLD and spiking activity: Relationships and physiological mechanisms Nature Precedings 2010 1-27.
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135. Hosseini R Person, Sinz FH Person und Bethge M Person (Oktober-2010) Lower bounds on the redundancy of natural images Vision Research 50(22) 2213-2222.
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134. Lyamzin DR , Macke JH Person 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.
133. Bridle S , Balan ST , Bethge M Person, Gentile M , Harmeling S Person, Heymans C , Hirsch M Person, Hosseini R Person, Jarvis M , Kirk D , Kitching T , Kuijken K , Lewis A , Paulin-Henriksson S , Schölkopf B Person, 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.
132. Macke JH Person und Wichmann FA Person (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.
131. Gerwinn S Person, Macke J Person und Bethge M Person (April-2010) Bayesian inference for generalized linear models for spiking neurons Frontiers in Computational Neuroscience 4(12) 1-42.
130. Ecker AS Person, Berens P Person, Keliris GA Person, Bethge M Person, Logothetis NK Person und Tolias AS Person (Januar-2010) Decorrelated Neuronal Firing in Cortical Microcircuits Science 327(5965) 584-587.
129. Gerwinn S Person, Macke JH Person und Bethge M Person (Oktober-2009) Bayesian population decoding of spiking neurons Frontiers in Computational Neuroscience 3(21) 1-28.
128. Berens P Person (September-2009) CircStat: A Matlab Toolbox for Circular Statistics Journal of Statistical Software 31(10) 1-21.
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127. Sinz FH Person, Gerwinn S Person und Bethge M Person (Mai-2009) Characterization of the p-Generalized Normal Distribution Journal of Multivariate Analysis 100(5) 817-820.
126. Eichhorn J Person, Sinz FH Person und Bethge M Person (April-2009) Natural Image Coding in V1: How Much Use is Orientation Selectivity? PLoS Computational Biology 5(4:e1000336) 1-16.
125. Macke JH Person, Berens P Person, Ecker AS Person, Tolias AS Person und Bethge M Person (Februar-2009) Generating Spike Trains with Specified Correlation Coefficients Neural Computation 21(2) 397-423.
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124. Wiecki TV Person, 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.
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123. Berens P Person, Keliris GA Person, Ecker AS Person, Logothetis NK Person und Tolias AS Person (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.
122. Ku S-P Person, Gretton A Person, Macke J Person und Logothetis NK Person (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.
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121. Berens P Person, Keliris GA Person, Ecker AS Person, Logothetis NK Person und Tolias AS Person (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.
120. Macke JH Person, Maack N , Gupta R , Denk W , Schölkopf B Person und Borst A (Januar-2008) Contour-propagation Algorithms for Semi-automated Reconstruction of Neural Processes Journal of Neuroscience Methods 167(2) 349-357.
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119. Bethge M Person (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.
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118. Silberberg G , Bethge M Person, 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.
117. Bethge M Person, Rotermund D und Pawelzik K (Mai-2003) Optimal neural rate coding leads to bimodal firing rate distributions Network 14(2) 303-319.
116. Bethge M Person, Rotermund D und Pawelzik K (Februar-2003) Second Order Phase Transition in Neural Rate Coding: Binary Encoding is Optimal for Rapid Signal Transmission Physical Review Letters 90(8:088104) 1-4.
115. Bethge M Person, Rotermund D und Pawelzik K (Oktober-2002) Optimal Short-Term Population Coding: When Fisher Information Fails Neural Computation 14(10) 2317-2351.
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Last updated: Mittwoch, 27.02.2013