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» Population coding with unreliable spikes
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IJON
2002
83views more  IJON 2002»
13 years 4 months ago
Population coding with unreliable spikes
The need for a neuronal coding scheme that is robust against the corruption of action potentials seems to support the idea of population rate coding, where the relevance of a sing...
Matthias Bethge, Klaus Pawelzik
NECO
2010
53views more  NECO 2010»
13 years 3 months ago
Learning Spike-Based Population Codes by Reward and Population Feedback
Johannes Friedrich, Robert Urbanczik, Walter Senn
IJCNN
2006
IEEE
13 years 11 months ago
Backpropagation for Population-Temporal Coded Spiking Neural Networks
Abstract— Supervised learning rules for spiking neural networks are currently only able to use time-to-first-spike coding and are plagued by very irregular learning curves due t...
Benjamin Schrauwen, Jan M. Van Campenhout
NECO
2011
12 years 11 months ago
Mechanisms That Modulate the Transfer of Spiking Correlations
Correlations between neuronal spike trains impact network dynamics and population coding. Overlapping afferent populations and correlations between presynaptic spike trains intro...
Robert Rosenbaum, Kresimir Josic