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Stefan Klampfl

Affiliations: 
Technische Universität Graz, Graz, Steiermark, Austria 
Area:
computation & theory
Google:
"Stefan Klampfl"
Mean distance: 16.52 (cluster 17)
 
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Wolfgang Maass grad student TU Graz

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Publications

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Klampfl S, Kern R. (2015) Machine learning techniques for automatically extracting contextual Information from scientific publications Communications in Computer and Information Science. 548: 105-116
Klampfl S, Maass W. (2013) Emergence of dynamic memory traces in cortical microcircuit models through STDP. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 11515-29
Klampfl S, David SV, Yin P, et al. (2012) A quantitative analysis of information about past and present stimuli encoded by spikes of A1 neurons. Journal of Neurophysiology. 108: 1366-80
Klampfl S, Maass W. (2010) A theoretical basis for emergent pattern discrimination in neural systems through slow feature extraction. Neural Computation. 22: 2979-3035
Klampfl S, Legenstein R, Maass W. (2009) Spiking neurons can learn to solve information bottleneck problems and extract independent components. Neural Computation. 21: 911-59
Klampfl S, Maass W. (2009) Replacing supervised classification learning by slow feature analysis in spiking neural networks Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 988-996
Klampfl S, Legenstein R, Maass W. (2007) Information bottleneck optimization and independent component extraction with spiking neurons Advances in Neural Information Processing Systems. 713-720
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