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On the stability and dynamics of stochastic spiking neuron models: Nonlinear Hawkes process and point process GLMs
Point process generalized linear models (PP-GLMs) provide an important statistical framework for modeling spiking activity in single-neurons and neuronal networks. Stochastic stability is essential when sampling from these models, as done in computational neuroscience to analyze statistical properti...
Tallennettuna:
| Julkaisussa: | PLoS Comput Biol |
|---|---|
| Päätekijät: | , , |
| Aineistotyyppi: | Artigo |
| Kieli: | Inglês |
| Julkaistu: |
Public Library of Science
2017
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| Aiheet: | |
| Linkit: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5325182/ https://ncbi.nlm.nih.gov/pubmed/28234899 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1005390 |
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