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Racing to learn: statistical inference and learning in a single spiking neuron with adaptive kernels
This paper describes the Synapto-dendritic Kernel Adapting Neuron (SKAN), a simple spiking neuron model that performs statistical inference and unsupervised learning of spatiotemporal spike patterns. SKAN is the first proposed neuron model to investigate the effects of dynamic synapto-dendritic kern...
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| 出版年: | Front Neurosci |
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| 主要な著者: | , , , , |
| フォーマット: | Artigo |
| 言語: | Inglês |
| 出版事項: |
Frontiers Media S.A.
2014
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| 主題: | |
| オンライン･アクセス: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4243566/ https://ncbi.nlm.nih.gov/pubmed/25505378 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2014.00377 |
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