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Ensembles of Spiking Neurons with Noise Support Optimal Probabilistic Inference in a Dynamically Changing Environment
It has recently been shown that networks of spiking neurons with noise can emulate simple forms of probabilistic inference through “neural sampling”, i.e., by treating spikes as samples from a probability distribution of network states that is encoded in the network. Deficiencies of the existing mod...
Uloženo v:
| Hlavní autoři: | , |
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| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
Public Library of Science
2014
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| On-line přístup: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4207607/ https://ncbi.nlm.nih.gov/pubmed/25340749 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1003859 |
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