Felix Effenberger

Felix Effenberger

Researcher / Engineer / Freelancer / Trainer

Publications

See my Google Scholar profile.

Journal publications / Proceedings

  • Effenberger, F., & Cuntz, H. Statistics of dendritic branching (in preparation).

  • Effenberger, F., & Cuntz, H. TREES toolbox 2 (in preparation).

  • Anton-Sanchez, L.^, Effenberger, F.^, Bielza, C., Larrañaga, P., and Cuntz, H. (2018). ^contributed equally. A regularity index for dendrites - local statistics of a neuron’s input space. PLOS Computational Biology, 14(11):e1006593. PDF | Article

  • Vormberg, A., Effenberger, F., Muellerleile, J., and Cuntz, H. (2017). Universal features of dendrites through centripetal branch ordering. PLOS Computational Biology, 13(7):e1005615. PDF | Article

  • Effenberger, F., Jost, J., & Levina, A. (2015). Self-organization in balanced state networks by STDP and homeostatic plasticity. PLOS Computational Biology, 11(9)e1004420. PDF | Supporting information | Article

  • Hillar, C., & Effenberger, F. (2015). Robust Discovery of Temporal Structure in Multi-neuron Recordings Using Hopfield Networks. Procedia Computer Science, 53, 365-374. PDF | Article

  • Effenberger, F., & Spreer, J. (2012). Simplicial blowups and discrete normal surfaces in simpcomp. ACM Communications in Computer Algebra, 45(3/4), 173-176. PDF | Article

  • Effenberger, F. (2011). Stacked polytopes and tight triangulations of manifolds. Journal of Combinatorial Theory, Series A, 118(6), 1843-1862. PDF | Article

  • Effenberger, F., & Spreer, J. (2011). simpcomp: a GAP toolbox for simplicial complexes. ACM Communications in Computer Algebra, 44(3/4), 186-189. PDF | Article

  • Effenberger, F., & Kühnel, W. (2010). Hamiltonian submanifolds of regular polytopes. Discrete & Computational Geometry, 43(2), 242-262. PDF | Article

  • Effenberger, F., & Weiskopf, D. (2010). Finding and classifying critical points of 2d vector fields: a cell-oriented approach using group theory. Computing and Visualization in Science, 13(8), 377-396. PDF | Article

Book chapters

  • Effenberger, F., & Hillar, C. (2015). Discovery of Salient Low-Dimensional Dynamical Structure in Neuronal Population Activity Using Hopfield Networks. In International Workshop on Similarity-Based Pattern Recognition (pp. 199-208). Springer International Publishing. PDF | Article

  • Effenberger, F. (2013). A Primer on Information Theory with Applications to Neuroscience. In Computational Medicine in Data Mining and Modeling (pp. 135-192). Springer New York. PDF | Article

Dissertation

Title: Hamiltonian Submanifolds of Regular Polytopes, Dissertation University of Stuttgart, Logos Verlag Berlin 2011. PDF | Amazon.

Advisors: Prof. Dr. Wolfgang Kühnel, apl. Prof. Dr. Wolfgang Kimmerle (University of Stuttgart), Prof. Dr. Michael Joswig (TU Darmstadt), Prof. Isabella Novik, PhD (University of Washington)

Conference Contributions

  • F. Effenberger, C. Hillar. Discovery of salient low-dimensional dynamical structure in neuronal population activity using Hopfield networks. Modelling Neural Activity (MONA2) 2016, Waikoloa, HI, USA. (Poster)

  • F. Effenberger, H. Cuntz. Dendritic topology revisited. DENDRITES 2016, Iraklion, Greece. (Poster)

  • F. Effenberger, A. Levina, & J. Jost. Self-organization in balanced state networks by STDP and homeostatic plasticity. Royal Society Meeting “Integrating Hebbian and homeostatic plasticity” 2016, London, UK. (Poster)

  • F. Effenberger, A. Levina, & J. Jost. Self-organization in balanced state networks by STDP and homeostatic plasticity. Neural Coding, Computation and Dynamics (NCCD) 2015, Bilbao, Spain. (Poster)

  • F. Effenberger, A. Levina, & J. Jost. Interaction of synaptic plasticity rules in balanced state networks. 1st International Conference on Mathematical Neuroscience (ICMNS) 2015, Nice, France. (Talk)

  • C. Hillar, & F. Effenberger. Neurally plausible implementation of minimum probability flow. 1st International Conference on Mathematical Neuroscience (ICMNS) 2015, Nice, France. (Poster)

  • F. Effenberger, & C. Hillar. Discovery of salient low-dimensional dynamical structure in neuronal population activity using Hopfield networks. 1st International Conference on Mathematical Neuroscience (ICMNS) 2015, Nice, France. (Poster)

  • F. Effenberger, A. Levina, & J. Jost. Self-organization in balanced state networks with and without topographic structure. Coputational and Systems Neuroscience (COSYNE) 2014, Salt Lake City, USA. (Poster)

  • F. Effenberger, A. Levina, & J. Jost. Inhibitory plasticity and self-organization in balanced state networks. Bernstein-Conference 2013, Tübingen, Germany. (Poster)

  • F. Effenberger, A. Levina, & J. Jost. On the effects of inhibitory plasticity on balanced state networks. CNS 2013, Paris, France. (Poster)