Robert Urbanczik

Publication Activity (10 Years)

Years Active: 1996-2016
Publications (10 Years): 2

Top Topics

Biologically Plausible

Backpropagation Neural Network

Action Selection

Top Venues

PLoS Comput. Biol.

Frontiers Comput. Neurosci.

Int. J. Neural Syst.

Publications

Mathieu Schiess, Robert Urbanczik, Walter Senn
Somato-dendritic Synaptic Plasticity and Error-backpropagation in Active Dendrites. PLoS Comput. Biol. 12 (2) (2016)
Johanni Brea, Alexisz Tamás Gaál, Robert Urbanczik, Walter Senn
Prospective Coding by Spiking Neurons. PLoS Comput. Biol. 12 (6) (2016)
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)
Johanni Brea, Robert Urbanczik, Walter Senn
A Normative Theory of Forgetting: Lessons from the Fruit Fly. PLoS Comput. Biol. 10 (6) (2014)
Torsten Lüdge, Robert Urbanczik, Walter Senn
Modulation of orientation-selective neurons by motion: when additive, when multiplicative? Frontiers Comput. Neurosci. 8 (2014)
Johannes Friedrich, Robert Urbanczik, Walter Senn
Spatio-Temporal Credit Assignment in Neuronal Population Learning. PLoS Comput. Biol. 7 (6) (2011)
Johannes Friedrich, Robert Urbanczik, Walter Senn
Learning Spike-Based Population Codes by Reward and Population Feedback. Neural Comput. 22 (7) (2010)
Boris B. Vladimirskiy, Eleni Vasilaki, Robert Urbanczik, Walter Senn
Stimulus sampling as an exploration mechanism for fast reinforcement learning. Biol. Cybern. 100 (4) (2009)
Robert Urbanczik, Walter Senn
A Gradient Learning Rule for the Tempotron. Neural Comput. 21 (2) (2009)
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)
Robert Urbanczik
SNA - a toolbox for the stoichiometric analysis of metabolic networks. BMC Bioinform. 7 (2006)
Robert Urbanczik, C. Wagner
An improved algorithm for stoichiometric network analysis: theory and applications. Bioinform. 21 (7) (2005)
Robert Urbanczik, C. Wagner
Functional stoichiometric analysis of metabolic networks. Bioinform. 21 (22) (2005)
Christoph Bunzmann, Michael Biehl, Robert Urbanczik
Supervised learning in committee machines by PCA. ESANN (2002)
Manfred Opper, Robert Urbanczik
Asymptotic Universality for Learning Curves of Support Vector Machines. NIPS (2001)
Robert Urbanczik, Walter Senn
Similar NonLeaky Integrate-and-Fire Neurons with Instantaneous Couplings Always Synchronize. SIAM J. Appl. Math. 61 (4) (2001)
Robert Urbanczik
A Large Committee Machine Learning Noisy Rules. Neural Comput. 8 (6) (1996)