List of works - Robert Urbanczik

A gradient learning rule for the tempotron

scientific article published in February 2009

A normative theory of forgetting: lessons from the fruit fly

scientific article

Asymptotic Universality for Learning Curves of Support Vector Machines ⬇️

scientific article published in January 2002

Code-specific learning rules improve action selection by populations of spiking neurons

scientific article published on 5 December 2013

Correction: Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail

scholarly article by Eleni Vasilaki et al published 14 December 2009 in PLOS Computational Biology

Efficient training of multilayer perceptrons using principal component analysis

scientific article published on 16 August 2005

Gradient estimation in dendritic reinforcement learning

scientific article

Hierarchical Novelty-Familiarity Representation in the Visual System by Modular Predictive Coding

scientific article published on 15 December 2015

Learning by the dendritic prediction of somatic spiking

scientific article published in February 2014

Learning spike-based population codes by reward and population feedback

scientific article published in July 2010

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

scientific article published on 20 June 2014

Prospective Coding by Spiking Neurons

scientific article

Pyruvate metabolism in rat liver mitochondria. What is optimized at steady state?

scientific article

Reinforcement learning in dendritic structures

scientific article

Reinforcement learning in populations of spiking neurons

scientific article published on 15 February 2009

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

scientific article published on 13 March 2006

Scale-Free Navigational Planning by Neuronal Traveling Waves

scientific article published on 9 July 2015

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

scientific article published on 3 February 2016

Spatio-temporal credit assignment in neuronal population learning

scientific article

Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail

scientific article

Stimulus sampling as an exploration mechanism for fast reinforcement learning

scientific article published on 10 April 2009

The geometry of the flux cone of a metabolic network

scientific article

List of works by Robert Urbanczik

A gradient learning rule for the tempotron

A normative theory of forgetting: lessons from the fruit fly

Asymptotic Universality for Learning Curves of Support Vector Machines ⬇️

Code-specific learning rules improve action selection by populations of spiking neurons

Correction: Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail

Efficient training of multilayer perceptrons using principal component analysis

Gradient estimation in dendritic reinforcement learning

Hierarchical Novelty-Familiarity Representation in the Visual System by Modular Predictive Coding

Learning by the dendritic prediction of somatic spiking

Learning spike-based population codes by reward and population feedback

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

Prospective Coding by Spiking Neurons

Pyruvate metabolism in rat liver mitochondria. What is optimized at steady state?

Reinforcement learning in dendritic structures

Reinforcement learning in populations of spiking neurons

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

Scale-Free Navigational Planning by Neuronal Traveling Waves

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

Spatio-temporal credit assignment in neuronal population learning

Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail

Stimulus sampling as an exploration mechanism for fast reinforcement learning

The geometry of the flux cone of a metabolic network