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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Legenstein, Robert, Maass, Wolfgang
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Public Library of Science 2014
Gaiak:
Sarrera elektronikoa: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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