Publications:
Computational Vision and Neuroscience 

Journal Article (8)

1.
Journal Article
Kümmerer, M.; Wallis, T.; Bethge, M.: Information-theoretic model comparison unifies saliency metrics. Proceedings of the National Academy of Sciences of the United States of America 112 (52), pp. 16054 - 16059 (2015)
2.
Journal Article
Jiang, X.; Shen, S.; Cadwell, C.; Berens, P.; Sinz, F.; Ecker, A.; Patel, S.; Tolias, A.: Principles of connectivity among morphologically defined cell types in adult neocortex. Science 350 (6264), pp. aac9462-1 - aac9462-10 (2015)
3.
Journal Article
Gatys, L.; Ecker, A.; Bethge, M.: A Neural Algorithm of Artistic Style. Nature Communications submitted (2015)
4.
Journal Article
Gatys, L.; Ecker, A.; Tchumatchenko, T.; Bethge, M.: Synaptic unreliability facilitates information transmission in balanced cortical populations. Physical Review E 91, 062707, pp. 1 - 7 (2015)
5.
Journal Article
Lüdtke, N.; Das, D.; Theis, L.; Bethge, M.: A Generative Model of Natural Texture Surrogates. - submitted (2015)
6.
Journal Article
Yatsenko, D.; Josić, K.; Ecker, A.; Froudarakis, E.; Cotton, R.; Tolias, A.: Improved Estimation and Interpretation of Correlations in Neural Circuits. PLoS Computational Biology 11 (3), pp. 1 - 28 (2015)
7.
Journal Article
Küffner, R.; Zach, N.; Norel, R.; Hawe, J.; Schoenfeld, D.; Wang, L.; Li, G.; Fang, L.; Mackey, L.; Hardiman, O. et al.; Cudkowicz, M.; Sherman, A.; Ertaylan, G.; Grosse-Wentrup, M.; Hothorn, T.; van Ligtenberg, J.; Macke, J.; Meyer, T.; Schölkopf, B.; Tran, L.; Vaughan, R.; Stolovitzky, G.; Leitner, M.: Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression. Nature Biotechnology 33 (1), pp. 51 - 57 (2015)
8.
Journal Article
Park, M.; Macke, J.: Hierarchical models for neural population dynamics in the presence of non-stationarity. - submitted (2015)

Book Chapter (3)

9.
Book Chapter
Bethge, M.: Efficient Population Coding. In: Encyclopedia of Computational Neuroscience, pp. 1063 - 1070 (Eds. Jaeger, D.; Jung, R.). Springer, New York, NY, USA (2015)
10.
Book Chapter
Macke, J.: Electrophysiology Analysis, Bayesian. In: Encyclopedia of Computational Neuroscience, pp. 1078 - 1082 (Eds. Jaeger, D.; Jung, R.). Springer, New York, NY, USA (2015)
11.
Book Chapter
Macke, J.; Buesing, L.; Sahani, M.: Estimating State and Parameters in State Space Models of Spike Trains. In: Advanced State Space Methods for Neural and Clinical Data, pp. 137 - 159 (Ed. Chen, Z.). Cambridge University Press, Cambridge, UK (2015)

Conference Paper (2)

12.
Conference Paper
Archer, E.; Koster, U.; Pillow, J.; Macke, J.: Low-dimensional models of neural population activity in sensory cortical circuits. In: Advances in Neural Information Processing Systems 27, pp. 343 - 351 (Eds. Ghahramani, Z.; Welling, M.; Cortes, C.; Lawrence, N.D.; Weinberger, K.Q.). Twenty-Eighth Annual Conference on Neural Information Processing Systems (NIPS 2014), Montréal, Quebec, Canada. Curran, Red Hook, NY, USA (2015)
13.
Conference Paper
Putzky, P.; Franzen, F.; Bassetto, G.; Macke, J.: A Bayesian model for identifying hierarchically organised states in neural population activity. In: Advances in Neural Information Processing Systems 27, pp. 3095 - 3103 (Eds. Ghahramani, Z.; Welling, M.; Cortes, C.; Lawrence, N. D.; Weinberger, K. Q.). Twenty-Eighth Annual Conference on Neural Information Processing Systems (NIPS 2014), Montréal, Quebec, Canada. Curran, Red Hook, NY, USA (2015)

Meeting Abstract (3)

14.
Meeting Abstract
Denfield, G.; Ecker, A.; Tolias, A.: Correlated variability in population activity: noise or signature of internal computations? In 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), 372.05. 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), Chicago, IL, USA. (2015)
15.
Meeting Abstract
Nonnenmacher, M.; Behrens, C.; Berens, P.; Bethge, M.; Macke, J.: Correlations and signatures of criticality in neural population models. In Bernstein Conference 2015, C2, pp. 27 - 28. Bernstein Conference 2015, Heidelberg, Germany, September 15, 2015 - September 17, 2015. (2015)
16.
Meeting Abstract
Gatys, L.; Ecker, A.; Tchumatchenko, T.; Bethge, M.: Synaptic unreliability facilitates information transmission in balanced cortical populations. In . 79. Jahrestagung der Deutschen Physikalischen Gesellschaft und DPG-Frühjahrstagung, Berlin, Germany. (2015)

Talk (6)

17.
Talk
Bethge, M.: Let's compete: Benchmarking models in neuroscience. NIPS 2015 Workshop on Statistical Methods for Understanding Neural Systems, Montréal, Canada (2015)
18.
Talk
Macke, J.: Correlations and signatures of criticality in neural population models. NIPS 2015 Workshop: Modelling and Inference for Dynamics on Complex Interaction Networks: Joining Up Machine aqnd Statistical Physics, Montréal, Canada (2015)
19.
Talk
Bethge, M.: Perceiving Neural Networks. Max Planck ETH Center for Learning Systems Inauguration, Tübingen, Germany (2015)
20.
Talk
Bethge, M.: Understanding biological and artificial neural networks. 5th Bernstein Sparks Workshop: Neural models of decision making in natural inference tasks - from theory to experiment, Tübingen, Germany (2015)
21.
Talk
Kümmerer, M.: Jumping ahead from 1/3 to 1/2 of understanding image based saliency. Institute for Neural Computation: Qualcomm/Brain Corporation/INC Computational Neuroscience Seminar Series, San Diego, CA, USA (2015)
22.
Talk
Macke, J.: Dissecting choice-probabilities in V2 neurons using serial dependence. COSYNE 2015 Workshops, Snowbird, UT, USA (2015)

Poster (11)

23.
Poster
Nonnenmacher, M.; Behrens, C.; Berens, P.; Bethge, M.; Macke, J.: Correlations and signatures of criticality in neural population models. 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), Chicago, IL, USA (2015)
24.
Poster
Cotton, J.; Ecker, A.; Froudarakis, E.; Berens, P.; Bethge, M.; Saggau, P.; Tolias, A.: Scaling of information in large sensory neuronal populations. 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), Chicago, IL, USA (2015)
25.
Poster
Cadwell, C.; Jiang, X.; Berens, P.; Fahey, P.; Yatsenko, D.; Froudarakis, E.; Ecker, A.; Tolias, A.: Sibling rivalry and cooperation among excitatory neurons in the neocortex. 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), Chicago, IL, USA (2015)
26.
Poster
Bassetto, G.; Sandhaeger, F.; Ecker, A.; Macke, J.: A statistical characterization of neural population responses in V1. Bernstein Conference 2015, Heidelberg, Germany (2015)
27.
Poster
Ecker, A.; Denfield, G.; Tolias, A.; Bethge, M.: On the structure of population activity under fluctuations in attentional state. Bernstein Conference 2015, Heidelberg, Germany (2015)
28.
Poster
Gatys, L.; Ecker, A.; Bethge, M.: Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks. Bernstein Conference 2015, Heidelberg, Germany (2015)
29.
Poster
Schütt, H.; Harmeling, S.; Macke, J.; Wichmann, F.: Psignifit 4: Pain-free Bayesian Inference for Psychometric Functions. 15th Annual Meeting of the Vision Sciences Society (VSS 2015), St. Pete Beach, FL, USA (2015)
30.
Poster
Baden, T.; Franke, K.; Pop, S.; Roson, M.; Kemmler, R.; Berens, P.; Bethge, M.; Schubert, T.; Euler, T.: 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 (2015)
31.
Poster
Franke, K.; Baden, T.; Berens, P.; Rezac, M.; Bethge, M.; Euler, T.: 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 (2015)
32.
Poster
Roson, M.; Euler, T.; Berens, P.; Busse, L.: 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 (2015)
33.
Poster
Nonnenmacher, M.; Behrens, C.; Berens, P.; Bethge, M.; Macke, J.: Correlations and signatures of criticality in neural population models. Computational and Systems Neuroscience Meeting (COSYNE 2015), Salt Lake City, UT, USA (2015)
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