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Journal Articles
- 2016
[j15]Mathieu Schiess, Robert Urbanczik, Walter Senn
:
Somato-dendritic Synaptic Plasticity and Error-backpropagation in Active Dendrites. PLoS Comput. Biol. 12(2) (2016)- [j14]Johanni Brea, Alexisz Tamás Gaál, Robert Urbanczik, Walter Senn:
Prospective Coding by Spiking Neurons. PLoS Comput. Biol. 12(6) (2016) - 2014
- [j13]Torsten Lüdge, Robert Urbanczik, Walter Senn:
Modulation of orientation-selective neurons by motion: when additive, when multiplicative? Frontiers Comput. Neurosci. 8: 67 (2014) - [j12]Johannes Friedrich, Robert Urbanczik, Walter Senn:
Code-Specific Learning Rules Improve Action Selection by Populations of Spiking Neurons. Int. J. Neural Syst. 24(5) (2014) - [j11]Johanni Brea, Robert Urbanczik, Walter Senn:
A Normative Theory of Forgetting: Lessons from the Fruit Fly. PLoS Comput. Biol. 10(6) (2014) - 2011
- [j10]Johannes Friedrich, Robert Urbanczik, Walter Senn:
Spatio-Temporal Credit Assignment in Neuronal Population Learning. PLoS Comput. Biol. 7(6) (2011) - 2010
- [j9]Johannes Friedrich, Robert Urbanczik, Walter Senn:
Learning Spike-Based Population Codes by Reward and Population Feedback. Neural Comput. 22(7): 1698-1717 (2010) - 2009
- [j8]Boris B. Vladimirskiy, Eleni Vasilaki, Robert Urbanczik, Walter Senn:
Stimulus sampling as an exploration mechanism for fast reinforcement learning. Biol. Cybern. 100(4): 319-330 (2009) - [j7]Robert Urbanczik, Walter Senn:
A Gradient Learning Rule for the Tempotron. Neural Comput. 21(2): 340-352 (2009) - [j6]Eleni Vasilaki, Nicolas Frémaux, Robert Urbanczik, Walter Senn, Wulfram Gerstner:
Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail. PLoS Comput. Biol. 5(12) (2009) - 2006
- [j5]Robert Urbanczik:
SNA - a toolbox for the stoichiometric analysis of metabolic networks. BMC Bioinform. 7: 129 (2006) - 2005
- [j4]Robert Urbanczik, C. Wagner:
An improved algorithm for stoichiometric network analysis: theory and applications. Bioinform. 21(7): 1203-1210 (2005) - [j3]Robert Urbanczik, C. Wagner:
Functional stoichiometric analysis of metabolic networks. Bioinform. 21(22): 4176-4180 (2005) - 2001
- [j2]Robert Urbanczik, Walter Senn:
Similar NonLeaky Integrate-and-Fire Neurons with Instantaneous Couplings Always Synchronize. SIAM J. Appl. Math. 61(4): 1143-1155 (2001) - 1996
- [j1]Robert Urbanczik:
A Large Committee Machine Learning Noisy Rules. Neural Comput. 8(6): 1267-1276 (1996)
Conference and Workshop Papers
- 2002
- [c2]Christoph Bunzmann, Michael Biehl, Robert Urbanczik:
Supervised learning in committee machines by PCA. ESANN 2002: 125-130 - 2001
- [c1]Manfred Opper, Robert Urbanczik:
Asymptotic Universality for Learning Curves of Support Vector Machines. NIPS 2001: 479-486
Coauthor Index
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