Search Machine Learning Repository:
All publications by Wolfgang Maass
authors venues years



Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring
David Kappel, Stefan Habenschuss, Robert Legenstein and Wolfgang Maass
Advances in Neural Information Processing Systems 28, 2015


Learning complex motions by sequencing simpler motion templates
Gerhard Neumann, Wolfgang Maass and Jan R. Peters
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


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


Replacing supervised classification learning by Slow Feature Analysis in spiking neural networks
Stefan Klampfl and Wolfgang Maass
Advances in Neural Information Processing Systems 22, 2009


Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning
Steven Chase, Andrew Schwartz, Wolfgang Maass and Robert A. Legenstein
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


Theoretical Analysis of Learning with Reward-Modulated Spike-Timing-Dependent Plasticity
Dejan Pecevski, Wolfgang Maass and Robert A. Legenstein
Advances in Neural Information Processing Systems 20, 2007


Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons
Lars Buesing and Wolfgang Maass
Advances in Neural Information Processing Systems 20, 2007


Temporal dynamics of information content carried by neurons in the primary visual cortex
Danko Nikolić, Stefan Haeusler, Wolf Singer and Wolfgang Maass
Advances in Neural Information Processing Systems 19, 2006


Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons
Stefan Klampfl, Wolfgang Maass and Robert A. Legenstein
Advances in Neural Information Processing Systems 19, 2006


Methods for Estimating the Computational Power and Generalization Capability of Neural Microcircuits
Wolfgang Maass, Robert A. Legenstein and Nils Bertschinger
Advances in Neural Information Processing Systems 17, 2004


Information Dynamics and Emergent Computation in Recurrent Circuits of Spiking Neurons
Thomas Natschläger and Wolfgang Maass
Advances in Neural Information Processing Systems 16, 2003


A Model for Real-Time Computation in Generic Neural Microcircuits
Wolfgang Maass, Thomas Natschläger and Henry Markram
Advances in Neural Information Processing Systems 15, 2002