Robert Urbanczik

According to our database, Robert Urbanczik authored at least 17 papers between 1996 and 2016.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2016

Somato-dendritic Synaptic Plasticity and Error-backpropagation in Active Dendrites.

Mathieu Schiess, Robert Urbanczik, Walter Senn

PLoS Comput. Biol., 2016

Prospective Coding by Spiking Neurons.

Johanni Brea, Alexisz Tamás Gaál, Robert Urbanczik, Walter Senn

PLoS Comput. Biol., 2016

2014

A Normative Theory of Forgetting: Lessons from the Fruit Fly.

Johanni Brea, Robert Urbanczik, Walter Senn

PLoS Comput. Biol., 2014

Code-Specific Learning Rules Improve Action Selection by Populations of Spiking Neurons.

Johannes Friedrich, Robert Urbanczik, Walter Senn

Int. J. Neural Syst., 2014

Modulation of orientation-selective neurons by motion: when additive, when multiplicative?

Torsten Lüdge, Robert Urbanczik, Walter Senn

Frontiers Comput. Neurosci., 2014

2011

Spatio-Temporal Credit Assignment in Neuronal Population Learning.

Johannes Friedrich, Robert Urbanczik, Walter Senn

PLoS Comput. Biol., 2011

2010

Learning Spike-Based Population Codes by Reward and Population Feedback.

Johannes Friedrich, Robert Urbanczik, Walter Senn

Neural Comput., 2010

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

A Gradient Learning Rule for the Tempotron.

Robert Urbanczik, Walter Senn

Neural Comput., 2009

Stimulus sampling as an exploration mechanism for fast reinforcement learning.

Boris B. Vladimirskiy, Eleni Vasilaki, Robert Urbanczik, Walter Senn

Biol. Cybern., 2009

2006

SNA - a toolbox for the stoichiometric analysis of metabolic networks.

Robert Urbanczik

BMC Bioinform., 2006

2005

Functional stoichiometric analysis of metabolic networks.

Robert Urbanczik, C. Wagner

Bioinform., 2005

An improved algorithm for stoichiometric network analysis: theory and applications.

Robert Urbanczik, C. Wagner

Bioinform., 2005

2002

Supervised learning in committee machines by PCA.

Christoph Bunzmann, Michael Biehl, Robert Urbanczik

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

2001

Similar NonLeaky Integrate-and-Fire Neurons with Instantaneous Couplings Always Synchronize.

Robert Urbanczik, Walter Senn

SIAM J. Appl. Math., 2001

Asymptotic Universality for Learning Curves of Support Vector Machines.

Manfred Opper, Robert Urbanczik

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

1996

A Large Committee Machine Learning Noisy Rules.

Robert Urbanczik

Neural Comput., 1996