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Spiking neurons with short-term synaptic plasticity form superior generative networks

Spiking networks that perform probabilistic inference have been proposed both as models of cortical computation and as candidates for solving problems in machine learning. However, the evidence for spike-based computation being in any way superior to non-spiking alternatives remains scarce. We propo...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Leng, Luziwei, Martel, Roman, Breitwieser, Oliver, Bytschok, Ilja, Senn, Walter, Schemmel, Johannes, Meier, Karlheinz, Petrovici, Mihai A.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6045624/
https://ncbi.nlm.nih.gov/pubmed/30006554
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-28999-2
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