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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Detalles Bibliográficos
Autores principales: Leng, Luziwei, Martel, Roman, Breitwieser, Oliver, Bytschok, Ilja, Senn, Walter, Schemmel, Johannes, Meier, Karlheinz, Petrovici, Mihai A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6045624/
https://www.ncbi.nlm.nih.gov/pubmed/30006554
http://dx.doi.org/10.1038/s41598-018-28999-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6045624/
https://www.ncbi.nlm.nih.gov/pubmed/30006554
http://dx.doi.org/10.1038/s41598-018-28999-2

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