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
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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 (6):

168. Sinz FH, Gerwinn S und Bethge M (Mai-2009) Characterization of the p-Generalized Normal Distribution Journal of Multivariate Analysis 100(5) 817-820.
167. 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) 1-16.
166. 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.
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165. 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.
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164. 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.
163. 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.
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162. 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.
161. 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.
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Beiträge zu Tagungsbänden (3):

160. Gatys LA, Ecker AS und Bethge M (Juni-2016) Image Style Transfer Using Convolutional Neural Networks, IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), IEEE, Piscataway, NJ, USA, 2414-2423.
159. Theis L und Bethge M (2016) Generative Image Modeling Using Spatial LSTMs In: Advances in Neural Information Processing Systems 28, , Twenty-Ninth Annual Conference on Neural Information Processing Systems (NIPS 2015), Curran, Red Hook, NY, USA, 1918-1926.
158. Gatys LA, Ecker AS und Bethge M (2016) Texture Synthesis Using Convolutional Neural Networks In: Advances in Neural Information Processing Systems 28, , Twenty-Ninth Annual Conference on Neural Information Processing Systems (NIPS 2015), Curran, Red Hook, NY, USA, 262-270.
157. Theis L und Hoffman MD (Juli-2015) A trust-region method for stochastic variational inference with applications to streaming data, 32nd International Conference on Machine Learning (ICML 2015), International Machine Learning Society, Madison, WI, USA, 2503-2511, Series: JMLR Workshop and Conference Proceedings ; 37.
156. Kümmerer M, Theis L und Bethge M (Mai-8-2015) Deep Gaze I: Boosting Saliency Prediction with Feature Maps Trained on ImageNet, International Conference on Learning Representations (ICLR 2015), 1-12.
155. Sra S, Hosseini R, Theis L und Bethge M (Mai-2015) Data modeling with the elliptical gamma distribution, 18th International Conference on Artificial Intelligence and Statistics (AISTATS 2015), International Machine Learning Society, Madison, WI, USA, 903–911, Series: JMLR Workshop and Conference Proceedings ; 38.
154. Sra S und Hosseini R (2014) Geometric optimisation on positive definite matrices with application to elliptically contoured distributions In: Advances in Neural Information Processing Systems 26, , Twenty-Seventh Annual Conference on Neural Information Processing Systems (NIPS 2013), Curran, Red Hook, NY, USA, 2564-2572.
153. Theis L, Sohl-Dickstein J und Bethge M (April-2013) Training sparse natural image models with a fast Gibbs sampler of an extended state space In: Advances in Neural Information Processing Systems 25, , Twenty-Sixth Annual Conference on Neural Information Processing Systems (NIPS 2012), Curran, Red Hook, NY, USA, 1133-1141.
152. Haefner RM und Bethge M (Juni-2011) Evaluating neuronal codes for inference using Fisher information In: Advances in Neural Information Processing Systems 23, , Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Curran, Red Hook, NY, USA, 1993-2001.
151. Gerwinn S, Berens P und Bethge M (April-2010) A joint maximum-entropy model for binary neural population patterns and continuous signals In: Advances in Neural Information Processing Systems 22, , 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 620-628.
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150. Macke JH, Gerwinn S, Kaschube M, White LE und Bethge M (April-2010) Bayesian estimation of orientation preference maps In: Advances in Neural Information Processing Systems 22, , 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 1195-1203.
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149. Sinz F, Simoncelli EP und Bethge M (April-2010) Hierarchical Modeling of Local Image Features through Lp-Nested Symmetric Distributions In: Advances in Neural Information Processing Systems 22, , 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 1696-1704.
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148. Berens P, Gerwinn S, Ecker AS und Bethge M (April-2010) Neurometric function analysis of population codes In: Advances in Neural Information Processing Systems 22, , 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 90-98.
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147. Sinz F und Bethge M (Juni-2009) The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction In: Advances in neural information processing systems 21, , Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Curran, Red Hook, NY, USA, 1521-1528.
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146. Sinz FH, Chapelle O, Agarwal A und Schölkopf B (September-2008) An Analysis of Inference with the Universum In: Advances in neural information processing systems 20, , Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Curran, Red Hook, NY, USA, 1369-1376.
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145. Gerwinn S, Macke J, Seeger M und Bethge M (September-2008) Bayesian Inference for Spiking Neuron Models with a Sparsity Prior In: Advances in neural information processing systems 20, , Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Curran, Red Hook, NY, USA, 529-536.
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144. Bethge M und Berens P (September-2008) Near-Maximum Entropy Models for Binary Neural Representations of Natural Images In: Advances in neural information processing systems 20, , Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Curran, Red Hook, NY, USA, 97-104.
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143. Macke JH, Zeck G und Bethge M (September-2008) Receptive Fields without Spike-Triggering In: Advances in neural information processing systems 20, , Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Curran, Red Hook, NY, USA, 969-976.
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142. Laub J, Macke JH, Müller K-R und Wichmann FA (September-2007) Inducing Metric Violations in Human Similarity Judgements In: Advances in Neural Information Processing Systems 19, , Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), MIT Press, Cambridge, MA, USA, 777-784.
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141. Bethge M, Wiecki TV und Wichmann FA (Februar-2007) The Independent Components of Natural Images are Perceptually Dependent In: Human Vision and Electronic Imaging XII, , SPIE Human Vision and Electronic Imaging Conference 2007, SPIE, Bellingham, WA, USA, 1-12, Series: Proceedings of the SPIE ; 6492.
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140. Bethge M, Gerwinn S und Macke JH (Februar-2007) Unsupervised learning of a steerable basis for invariant image representations In: Human Vision and Electronic Imaging XII, , SPIE Human Vision and Electronic Imaging Conference 2007, SPIE, Bellingham, WA, USA, 1-12, Series: Proceedings of the SPIE ; 6492.
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139. Everingham M, Zisserman A, Williams CKI, van Gool L, Allan M, Bishop CM, Chapelle O, Dalal N, Deselaers T, Dorkó G, Duffner S, Eichhorn J, Farquhar JDR, Fritz M, Garcia C, Griffiths T, Jurie F, Keysers D, Koskela M, Laaksonen J, Larlus D, Leibe B, Meng H, Ney H, Schiele B, Schmid C, Seemann E, Shaw-Taylor J, Storkey A, Szedmak S, Triggs B, Ulusoy I, Viitaniemi V und Zhang J (April-2005) The 2005 PASCAL Visual Object Classes Challenge In: Machine Learning Challenges: Evaluating Predictive Uncertainty, Visual Object Classification, and Recognising Tectual Entailment, , First PASCAL Machine Learning Challenges Workshop (MLCW 2005), Springer, Berlin, Germany, 117-176, Series: Lecture Notes in Computer Science ; 3944.

Beiträge zu Büchern (1):

138. Bethge M: Efficient Population Coding, 1063-1070. In: Encyclopedia of Computational Neuroscience, (Ed) D. Jaeger, Springer, New York, NY, USA, (2015).
137. Berens P, Logothetis NK und Tolias AS: Local Field Potentials, BOLD, and Spiking Activity: Relationsships and Physiological Mechanisms, 599-624. In: Visual population codes: toward a common multivariate framework for cell recording and functional imaging, (Ed) N. Kriegeskorte, MIT Press, Cambridge, MA, USA, (2012).

Technische Berichte (3):

136. Hosseini R und Bethge M: Spectral Stacking: Unbiased Shear Estimation for Weak Gravitational Lensing, 186, Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, (Oktober-2009).
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135. Berens P und Velasco MJ: The circular statistics toolbox for Matlab, 184, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (April-2009).
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134. Macke JH, Opper M und Bethge M: The effect of pairwise neural correlations on global population statistics, 183, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (März-2009).
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133. Sinz FH und Bethge M: How Much Can Orientation Selectivity and Contrast Gain Control Reduce the Redundancies in Natural Images, 169, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (März-2008).
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Poster (2):

132. Vinogradov O, Ecker AS, Denfield GH, Tolias AS und Bethge M (September-14-2017): Mixed latent variable model of attention in V1, Bernstein Conference 2017, Berlin, Germany.
131. Klindt D, Ecker A, Euler T und Bethge M (September-14-2017): Neural system identification for large populations separating “what” and “where”, Bernstein Conference 2017, Berlin, Germany.
130. Ustyuzhaninov I, Brendel W, Gatys L und Bethge M (September-22-2016): Texture synthesis using random shallow neural networks, Bernstein Conference 2016, Berlin, Germany.
129. Boettcher A, Brendel W und Bethge M (September-21-2016): Large scale blind source separation, Bernstein Conference 2016, Berlin, Germany.
128. Denfield GH, Ecker AS, Bethge M und Tolias AS (Juni-2016): Correlated Variability in Population Activity: Noise or Signature of Internal Computations, AREADNE 2016: Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece.
127. Bethge M, Theis L, Berens P, Froudarakis E, Reimer J, Roman-Roson M, Baden T, Euler T und Tolias A (Februar-26-2016): Supervised learning sets benchmark for robust spike rate inference from calcium imaging signals, Computational and Systems Neuroscience Meeting (COSYNE 2016), Salt Lake City, UT, USA.
126. Nonnenmacher M, Behrens C, Berens P, Bethge M und Macke JH (Oktober-20-2015): Correlations and signatures of criticality in neural population models, 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), Chicago, IL, USA.
125. Cotton JR, Ecker AS, Froudarakis E, Berens P, Bethge M, Saggau P und Tolias AS (Oktober-19-2015): Scaling of information in large sensory neuronal populations, 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), Chicago, IL, USA.
124. Cadwell CR, Jiang X, Berens P, Fahey PG, Yatsenko D, Froudarakis E, Ecker AS und Tolias AS (Oktober-17-2015): Sibling rivalry and cooperation among excitatory neurons in the neocortex, 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), Chicago, IL, USA.
123. Ecker AS, Denfield GH, Tolias AS und Bethge M (September-16-2015): On the structure of population activity under fluctuations in attentional state, Bernstein Conference 2015, Heidelberg, Germany.
122. Gatys LA, Ecker AS und Bethge M (September-16-2015): Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks, Bernstein Conference 2015, Heidelberg, Germany.
121. Baden T, Franke K, Pop S, Roson MR, Kemmler R, Berens P, Bethge M, Schubert T und Euler T (März-19-2015): Following the visual signal across the entire mouse retina: From cone calcium to ganglion cell spikes, 11th Göttingen Meeting of the German Neuroscience Society, 35th Göttingen Neurobiology Conference, Göttingen, Germany.
120. Roson MR, Euler T, Berens P und Busse L (März-19-2015): Functional characterization of the signal processing chain in the mouse early visual system, 11th Göttingen Meeting of the German Neuroscience Society, 35th Göttingen Neurobiology Conference, Göttingen, Germany.
119. Franke K, Baden T, Berens P, Rezac M, Bethge M und Euler T (März-19-2015): What the mouse eye tells the mouse brain: Fingerprinting the retinal ganglion cell types of the mouse retina, 11th Göttingen Meeting of the German Neuroscience Society, 35th Göttingen Neurobiology Conference, Göttingen, Germany.
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Last updated: Mittwoch, 27.02.2013