Wolfgang Maass - Publications#


10 major publications (see http://www.igi.tugraz.at/maass/publications.html for complete list, and links to full text):

B. Nessler, M. Pfeiffer, L. Buesing, and W. Maass. Bayesian computation emerges in generic cortical microcircuits through spike-timing-dependent plasticity. PLOS Computational Biology, 9(4):e1003037, 2013.

G. M. Hoerzer, R. Legenstein, and Wolfgang Maass. Emergence of complex computational structures from chaotic neural networks through reward-modulated Hebbian learning. Cerebral Cortex, 2012.doi:10.1093/cercor/bhs348.

D. Pecevski, L. Büsing, and W. Maass. Probabilistic inference in general graphical models through sampling in stochastic networks of spiking neurons. PLoS Computational Biology, 7(12):e1002294, 2011

L. Büsing, J. Bill, B. Nessler, and W. Maass. Neural dynamics as sampling: A model for stochastic computation in recurrent networks of spiking neurons. PLoS Computational Biology, 7(11):e1002211, 2011

D. Nikolic, S. Haeusler, W. Singer, and W. Maass. Distributed fading memory for stimulus properties in the primary visual cortex. PLoS Biology, 7(12):1-19, 2009.

D. Buonomano and W. Maass.State-dependent computations: Spatiotemporal processing in cortical networks. Nature Reviews in Neuroscience, 10(2):113-125, 2009 (133 citations)

S. Haeusler and W. Maass.A statistical analysis of information processing properties of lamina-specific cortical microcircuit models. Cerebral Cortex, 17(1):149-162, 2007 (102 citations)

W. Maass, T. Natschlaeger, and H. Markram. Real-time computing without stable states: A new framework for neural computation based on perturbations. Neural Computation, 14(11):2531-2560, 2002 (996 citations)

W. Maass, C.M. Bishop: Pulsed Neural Networks. The MIT Press, 2001 (806 citations)

W. Maass, Networks of spiking neurons: The third generation of neural network models, Neural Networks 10 (9), 1659-1671
(536 citations)

Google Scholar (http://scholar.google.at/citations?user=2WpvdH0AAAAJ&hl=de) lists altogether 9274 citations for publications of Wolfgang Maass, 4127 of them since 2008.
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