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Online Detection of Multiple Stimulus Changes Based on Single Neuron Interspike Intervals

Nervous systems need to detect stimulus changes based on their neuronal responses without using any additional information on the number, times, and types of stimulus changes. Here, two relatively simple, biologically realistic change point detection methods are compared with two common analysis met...

Täydet tiedot

Tallennettuna:
Päätekijät: Lena Koepcke, K. Jannis Hildebrandt, Jutta Kretzberg
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Frontiers Media S.A. 2019-10-01
Sarja:Frontiers in Computational Neuroscience
Aiheet:
change point analysis
spike train analysis
spike coding
burst detection
interspike interval
ROC
Linkit:https://www.frontiersin.org/article/10.3389/fncom.2019.00069/full
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