Urbanczik, Robert

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2016

Schiess, Mathieu; Urbanczik, Robert; Senn, Walter (2016). Somato-dendritic Synaptic Plasticity and Error-backpropagation in Active Dendrites. PLoS computational biology, 12(2), e1004638. Public Library of Science 10.1371/journal.pcbi.1004638

Brea, Johanni Michael; Gaál, Alexisz Tamás; Urbanczik, Robert; Senn, Walter; Latham, Peter E. (2016). Prospective Coding by Spiking Neurons. PLoS computational biology, 12(6), e1005003. Public Library of Science 10.1371/journal.pcbi.1005003

2015

Khajeh Alijani, Azadeh; Urbanczik, Robert; Senn, Walter; Lytton, William W (2015). Scale-Free Navigational Planning by Neuronal Traveling Waves. PLoS ONE, 10(7), e0127269. Public Library of Science 10.1371/journal.pone.0127269

Vladimirskiy, Boris; Urbanczik, Robert; Senn, Walter; Lytton, William W (2015). Hierarchical Novelty-Familiarity Representation in the Visual System by Modular Predictive Coding. PLoS ONE, 10(12), e0144636. Public Library of Science 10.1371/journal.pone.0144636

2014

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2014). Code-specific learning rules improve action selection by populations of spiking neurons. International Journal of Neural Systems, 24(5), p. 1450002. World Scientific Publishing 10.1142/S0129065714500026

Urbanczik, Robert; Senn, Walter (2014). Learning by the Dendritic Prediction of Somatic Spiking. Neuron, 81(3), pp. 521-528. Cell Press 10.1016/j.neuron.2013.11.030

Brea, Johanni Michael; Urbanczik, Robert; Senn, Walter; Daunizeau, Jean (2014). A Normative Theory of Forgetting: Lessons from the Fruit Fly. PLoS computational biology, 10(6), e1003640. Public Library of Science 10.1371/journal.pcbi.1003640

Lüdge, Torsten; Urbanczik, Robert; Senn, Walter (2014). Modulation of orientation-selective neurons by motion: when additive, when multiplicative? Frontiers in computational neuroscience, 8(8), p. 67. Frontiers Research Foundation 10.3389/fncom.2014.00067

2011

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2011). Spatio-Temporal Credit Assignment in Neuronal Population Learning. PLoS computational biology, 7(6), e1002092. San Francisco, Calif.: Public Library of Science 10.1371/journal.pcbi.1002092

2010

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Learning Spike-Based Population Codes by Reward and Population Feedback. Neural computation, 22(1698-1717), pp. 1698-1717. Cambridge, Mass.: MIT Press 10.1162/neco.2010.05-09-1010

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Spatio-temporal credit assignment in population learning. In: Computational and Systems Neuroscience 2010. Salt Lake City, UT, USA. 25 Feb - 2 Mar, 2010. 10.3389/conf.fnins.2010.03.00263

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Spatio-temporal credit assignment in population learning. In: 7th Forum of European Neuroscience. Amsterdam, Netherlands. July 3-7, 2010.

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Spatio-temporal credit assignment in population learning. In: 6th Clinical Neuroscience Meeting Bern. Bern, Switzerland. November 29th 2010.

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Spatio-temporal credit assignment in population learning. In: 4th All-SystemsX.ch-Day. Geneva, Switzerland.

Friedrich, Johannes; Urbanczik, Robert; Senn, Walter (2010). Activity dependent modulation of plasticity in population learning. In: 24th Annual Conference on Neural Information Processing Systems. Vancouver, BC, Canada. 6–9 Dec 2010.

Schiess, Mathieu; Urbanczik, Robert; Senn, Walter (2010). Reinforcement learning in dendritic structures. In: 7th Forum of European Neuroscience. Amsterdam, Netherlands. July 3-7, 2010.

Schiess, Mathieu; Urbanczik, Robert; Senn, Walter (2010). Reinforcement learning in dendritic structures. In: 6th Clinical Neuroscience Meeting Bern. Bern, Switzerland. November 29th 2010.

Schiess, Mathieu; Urbanczik, Robert; Senn, Walter (2010). Reinforcement learning in dendritic structures. In: 4th All-SystemsX.ch-Day. Geneva, Switzerland.

2009

Urbanczik, R; Senn, W (2009). A gradient learning rule for the tempotron. Neural computation, 21(2), pp. 340-352. Cambridge, Mass.: MIT Press 10.1162/neco.2008.09-07-605

Urbanczik, R; Senn, W (2009). Reinforcement learning in populations of spiking neurons. Nature neuroscience, 12(3), pp. 250-252. New York, N.Y.: Nature America 10.1038/nn.2264

2007

Urbanczik, R (2007). Enumerating constrained elementary flux vectors of metabolic networks. IET systems biology, 1(5), pp. 274-9. Stevenage, UK: IET 10.1049/iet-syb:20060073

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