Prof. Dr. Alexander S. Ecker

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  • 2019 | Conference Paper
    ​ ​Learning Divisive Normalization in Primary Visual Cortex​
    Günthner, M. F.; Cadena, S. A.; Denfield, G. H.; Walker, E. Y.; Gatys, L. A.; Tolias, A. S. & Bethge, M. et al.​ (2019)
    ​Conference on Cognitive Computational Neuroscience 2019​, Berlin, Germany. DOI: https://doi.org/10.32470/CCN.2019.1211-0 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Deep convolutional models improve predictions of macaque V1 responses to natural images​
    Cadena, S. A.; Denfield, G. H.; Walker, E. Y.; Gatys, L. A.; Tolias, A. S.; Bethge, M. & Ecker, A. S. ​ (2019) 
    PLoS Computational Biology, 15(4) art. e1006897​.​ DOI: https://doi.org/10.1371/journal.pcbi.1006897 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article | 
    ​ ​Image content is more important than Bouma's Law for scene metamers​
    Wallis, T. S. A.; Funke, C. M.; Ecker, A. S. ; Gatys, L. A.; Wichmann, F. A. & Bethge, M.​ (2019) 
    eLife, 8.​ DOI: https://doi.org/10.7554/eLife.42512 
    ​Details  DOI  PMID  PMC 
  • 2018 | Book Chapter
    ​ ​Introduction to NIPS 2017 Competition Track​
    Escalera, S.; Weimer, M.; Burtsev, M.; Malykh, V.; Logacheva, V.; Lowe, R.& Serban, I. V. et al.​ (2018)
    In:​Escalera, S.; Weimer, N.​ (Eds.), The NIPS '17 Competition: Building Intelligent Systems pp. 1​-23. ​Cham: ​Springer. DOI: https://doi.org/10.1007/978-3-319-94042-7_1 
    ​Details  DOI 
  • 2018 | Book Chapter
    ​ ​Diverse Feature Visualizations Reveal Invariances in Early Layers of Deep Neural Networks​
    Cadena, S. A.; Weis, M. A.; Gatys, L. A.; Bethge, M.; Ecker, A. S.  & Weiss, Y.​ (2018)
    In:​Ferrari, V.; Hebert, M.; Sminchisescu, C.​ (Eds.), Computer Vision – ECCV 2018 pp. 225​-240. (Vol. 11216). ​Cham: ​Springer. DOI: https://doi.org/10.1007/978-3-030-01258-8_14 
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Image content is more important than Bouma’s Law for scene metamers​
    Wallis, T. S. A.; Funke, C. M.; Ecker, A. S. ; Gatys, L. A.; Wichmann, F. A.& Bethge, M.​ (2018). DOI: https://doi.org/10.1101/378521 
    ​Details  DOI 
  • 2017 | Preprint
    ​ ​Synthesising Dynamic Textures using Convolutional Neural Networks​
    Funke, C. M.; Gatys, L. A.; Ecker, A. S.  & Bethge, M.​ (2017)
    ​Details  arXiv 
  • 2017 | Conference Paper
    ​ ​Controlling Perceptual Factors in Neural Style Transfer​
    Gatys, L. A.; Ecker, A. S. ; Bethge, M.; Hertzmann, A. & Shechtman, E.​ (2017)
    ​2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 3730​-3738. ​2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)​, Honolulu, HI, USA. DOI: https://doi.org/10.1109/CVPR.2017.397 
    ​Details  DOI 
  • 2017 | Preprint
    ​ ​A parametric texture model based on deep convolutional features closely matches texture appearance for humans​
    Wallis, T. S. A.; Funke, C. M.; Ecker, A. S. ; Gatys, L. A.; Wichmann, F. A.& Bethge, M.​ (2017). DOI: https://doi.org/10.1101/165761 
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​A parametric texture model based on deep convolutional features closely matches texture appearance for humans​
    Wallis, T. S. A.; Funke, C. M.; Ecker, A. S. ; Gatys, L. A.; Wichmann, F. A. & Bethge, M.​ (2017) 
    Journal of Vision, 17(12) art. 5​.​ DOI: https://doi.org/10.1167/17.12.5 
    ​Details  DOI  PMID  PMC 
  • 2017 | Journal Article
    ​ ​Texture and art with deep neural networks​
    Gatys, L. A.; Ecker, A. S.   & Bethge, M.​ (2017) 
    Current Opinion in Neurobiology, 46 pp. 178​-186​.​ DOI: https://doi.org/10.1016/j.conb.2017.08.019 
    ​Details  DOI  PMID  PMC 
  • 2016 | Preprint
    ​ ​Texture Modelling Using Convolutional Neural Networks​
    Gatys, L. A.; Ecker, A. S.  & Bethge, M.​ (2016)
    ​Details 
  • 2016 | Conference Paper
    ​ ​Towards matching the peripheral visual appearance of arbitrary scenes using deep convolutional neural networks​
    Wallis, T. S.; Funke, C. M.; Ecker, A. S. ; Gatys, L. A.; Wichmann, F. A. & Bethge, M.​ (2016)
    Perception, 45 pp. 175​-176. 
    ​Details 
  • 2015 | Journal Article
    ​ ​Synaptic unreliability facilitates information transmission in balanced cortical populations​
    Gatys, L. A.; Ecker, A. S. ; Tchumatchenko, T.   & Bethge, M.​ (2015) 
    Physical Review. E, 91(6) art. 062707​.​ DOI: https://doi.org/10.1103/PhysRevE.91.062707 
    ​Details  DOI  PMID  PMC 

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