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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...

詳細記述

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書誌詳細
出版年:Sci Rep
主要な著者: Leng, Luziwei, Martel, Roman, Breitwieser, Oliver, Bytschok, Ilja, Senn, Walter, Schemmel, Johannes, Meier, Karlheinz, Petrovici, Mihai A.
フォーマット: Artigo
言語:Inglês
出版事項: Nature Publishing Group UK 2018
主題:
オンライン・アクセス: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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