Estimating nonstationary inputs from a single spike train based on a neuron model with adaptation

Because every spike of a neuron is determined by input signals, a train of spikes may contain information about the dynamics of unobserved neurons. A state-space method based on the leaky integrate-and-fire model, describing neuronal transformation from input signals to a spike train has been propos...

Full description

Saved in:
Bibliographic Details
Main Authors: Hideaki Kim, Shigeru Shinomoto
Format: Article
Language:English
Published: AIMS Press 2013-08-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2014.11.49
Tags: Add Tag
No Tags, Be the first to tag this record!