Selected Publications
Prospective Coding by Spiking Neurons. (pdf , DOI )
J. Brea, A. Gaál, R. Urbanczik †, W. Senn
PLoS Comput Biol 12(6): e100500, 2016
Somato-dendritic Synaptic Plasticity and Error-backpropagation in Active Dendrites. (pdf , DOI )
M. Schiess, R. Urbanczik, W. Senn
PLoS Comput Biol 12(2): e1004638, 2016
Learning by the dendritic prediction of somatic spiking. (pdf , DOI , Supplement )
R. Urbanczik, W. Senn
Neuron 81(3):521–528, 2014
Spatio-Temporal Credit Assignment in Neuronal Population Learning. (pdf , DOI , Supplement )
J. Friedrich, R. Urbanczik, W. Senn
PLoS Comput Biol 7:1-13, 2011
Spike-Time-Dependent Plasticity and Heterosynaptic Competition Organize Networks to Produce Long Scale-Free Sequences of Neural Activity. (pdf , DOI )
I.R. Fiete, W. Senn, C.Z.H. Wang, R.H.R. Hahnloser
Neuron 65:563-576, 2010
Reinforcement learning in populations of spiking neurons. (DOI , Supplement )
R. Urbanczik, W. Senn
Nat. Neurosci. 12:250-252, 2009
Dendritic encoding of sensory stimuli controlled by deep cortical interneurons. (pdf , DOI , Supplement )
M. Murayama, E. Pérez-Garci, T. Nevian, T. Bock, W. Senn, M.E. Larkum
Nature 457:1137-1141, 2009