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Spiking neural network model of free-energy-based reinforcement learning

โœ Scribed by Takashi Nakano; Makoto Otsuka


Publisher
BioMed Central
Year
2011
Tongue
English
Weight
289 KB
Volume
12
Category
Article
ISSN
1471-2202

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โœฆ Synopsis


Figure 1 Performance of the spiking neural network. A. The free-energies estimated by both the spiking neural network and the original RBM. They are highly correlated (correlation coefficient, r = 0.9485) B. The hidden neurons activation on the two principal components. The hidden activation patterns are clustered by same optimal action.


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