Search Machine Learning Repository:
All publications by Bernhard Nessler
authors venues years



Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints
Stefan Habenschuss, Johannes Bill and Bernhard Nessler
Advances in Neural Information Processing Systems 25, 2012


STDP enables spiking neurons to detect hidden causes of their inputs
Bernhard Nessler, Michael Pfeiffer and Wolfgang Maass
Advances in Neural Information Processing Systems 22, 2009


Hebbian Learning of Bayes Optimal Decisions
Bernhard Nessler, Michael Pfeiffer and Wolfgang Maass
Advances in Neural Information Processing Systems 21, 2008