Robert Urbanczik

17 papers B 1Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2016 J jnl
Prospective Coding by Spiking Neurons.
PLoS Comput. Biol.
Johanni Brea, Alexisz Tamás Gaál, Robert Urbanczik, Walter Senn
2016 J jnl
Somato-dendritic Synaptic Plasticity and Error-backpropagation in Active Dendrites.
PLoS Comput. Biol.
Mathieu Schiess, Robert Urbanczik, Walter Senn
2014 J jnl
A Normative Theory of Forgetting: Lessons from the Fruit Fly.
PLoS Comput. Biol.
Johanni Brea, Robert Urbanczik, Walter Senn
2014 J jnl
Code-Specific Learning Rules Improve Action Selection by Populations of Spiking Neurons.
Int. J. Neural Syst.
Johannes Friedrich, Robert Urbanczik, Walter Senn
2014 J jnl
Modulation of orientation-selective neurons by motion: when additive, when multiplicative?
Frontiers Comput. Neurosci.
Torsten Lüdge, Robert Urbanczik, Walter Senn
2011 J jnl
Spatio-Temporal Credit Assignment in Neuronal Population Learning.
PLoS Comput. Biol.
Johannes Friedrich, Robert Urbanczik, Walter Senn
2010 J jnl
Learning Spike-Based Population Codes by Reward and Population Feedback.
Neural Comput.
Johannes Friedrich, Robert Urbanczik, Walter Senn
2009 J jnl
A Gradient Learning Rule for the Tempotron.
Neural Comput.
Robert Urbanczik, Walter Senn
2009 J jnl
Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail.
PLoS Comput. Biol.
Eleni Vasilaki, Nicolas Frémaux, Robert Urbanczik, Walter Senn, Wulfram Gerstner
2009 J jnl
Stimulus sampling as an exploration mechanism for fast reinforcement learning.
Biol. Cybern.
Boris B. Vladimirskiy, Eleni Vasilaki, Robert Urbanczik, Walter Senn
2006 J jnl
SNA - a toolbox for the stoichiometric analysis of metabolic networks.
BMC Bioinform.
Robert Urbanczik
2005 J jnl
An improved algorithm for stoichiometric network analysis: theory and applications.
Bioinform.
Robert Urbanczik, C. Wagner
2005 J jnl
Functional stoichiometric analysis of metabolic networks.
Bioinform.
Robert Urbanczik, C. Wagner
2002 B conf
Supervised learning in committee machines by PCA.
ESANN
Christoph Bunzmann, Michael Biehl, Robert Urbanczik
2001 — conf
Asymptotic Universality for Learning Curves of Support Vector Machines.
NIPS
Manfred Opper, Robert Urbanczik
2001 J jnl
Similar NonLeaky Integrate-and-Fire Neurons with Instantaneous Couplings Always Synchronize.
SIAM J. Appl. Math.
Robert Urbanczik, Walter Senn
1996 J jnl
A Large Committee Machine Learning Noisy Rules.
Neural Comput.
Robert Urbanczik