Publications by authors named "Bernhard Nessler"

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Distributed Bayesian Computation and Self-Organized Learning in Sheets of Spiking Neurons with Local Lateral Inhibition.
Johannes Bill, Lars Buesing, Stefan Habenschuss, Bernhard Nessler, Wolfgang Maass

PLoS One· May 2016

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Where's the Noise? Key Features of Spontaneous Activity and Neural Variability Arise through Learning in a Deterministic Network.
Christoph Hartmann, Andreea Lazar, Bernhard Nessler, Jochen Triesch

PLoS Comput Biol· December 2015

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STDP installs in Winner-Take-All circuits an online approximation to hidden Markov model learning.
David Kappel, Bernhard Nessler, Wolfgang Maass

PLoS Comput Biol· March 2014

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Bayesian computation emerges in generic cortical microcircuits through spike-timing-dependent plasticity.
Bernhard Nessler, Michael Pfeiffer, Lars Buesing, Wolfgang Maass

PLoS Comput Biol· April 2013

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Neural dynamics as sampling: a model for stochastic computation in recurrent networks of spiking neurons.
Lars Buesing, Johannes Bill, Bernhard Nessler, Wolfgang Maass

PLoS Comput Biol· November 2011

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Reward-modulated Hebbian learning of decision making.
Michael Pfeiffer, Bernhard Nessler, Rodney J Douglas, Wolfgang Maass

Neural Comput· June 2010

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