A Large Committee Machine Learning Noisy Rules. - Robert Urbanczik (Neural Comput., 1996)

Asymptotic Universality for Learning Curves of Support Vector Machines. - Manfred Opper; Robert Urbanczik (NIPS, 2001)

Similar NonLeaky Integrate-and-Fire Neurons with Instantaneous Couplings Always Synchronize. - Robert Urbanczik; Walter Senn (SIAM J. Appl. Math., 2001)

Supervised learning in committee machines by PCA. - Christoph Bunzmann; Michael Biehl; Robert Urbanczik (ESANN, 2002)

An improved algorithm for stoichiometric network analysis: theory and applications. - Robert Urbanczik; C. Wagner (Bioinform., 2005)

Functional stoichiometric analysis of metabolic networks. - Robert Urbanczik; C. Wagner (Bioinform., 2005)

SNA - a toolbox for the stoichiometric analysis of metabolic networks. - Robert Urbanczik (BMC Bioinform., 2006)

Stimulus sampling as an exploration mechanism for fast reinforcement learning. - Boris B. Vladimirskiy; Eleni Vasilaki; Robert Urbanczik; Walter Senn (Biol. Cybern., 2009)

A Gradient Learning Rule for the Tempotron. - Robert Urbanczik; Walter Senn (Neural Comput., 2009)

Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail. - Eleni Vasilaki; Nicolas Frémaux; Robert Urbanczik; Walter Senn; Wulfram Gerstner (PLoS Comput. Biol., 2009)

Learning Spike-Based Population Codes by Reward and Population Feedback. - Johannes Friedrich; Robert Urbanczik; Walter Senn (Neural Comput., 2010)

Spatio-Temporal Credit Assignment in Neuronal Population Learning. - Johannes Friedrich; Robert Urbanczik; Walter Senn (PLoS Comput. Biol., 2011)

Modulation of orientation-selective neurons by motion: when additive, when multiplicative? - Torsten Lüdge; Robert Urbanczik; Walter Senn (Frontiers Comput. Neurosci., 2014)

Code-Specific Learning Rules Improve Action Selection by Populations of Spiking Neurons. - Johannes Friedrich; Robert Urbanczik; Walter Senn (Int. J. Neural Syst., 2014)

A Normative Theory of Forgetting: Lessons from the Fruit Fly. - Johanni Brea; Robert Urbanczik; Walter Senn (PLoS Comput. Biol., 2014)

Prospective Coding by Spiking Neurons. - Johanni Brea; Alexisz Tamás Gaál; Robert Urbanczik; Walter Senn (PLoS Comput. Biol., 2016)

Somato-dendritic Synaptic Plasticity and Error-backpropagation in Active Dendrites. - Mathieu Schiess; Robert Urbanczik; Walter Senn (PLoS Comput. Biol., 2016)