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Perfect Integrate and fire with noisy adaptation or fractional noise (Richard et al 2018)
Patricio Orio
Codes-modeldb [16960]
"Here we show that a purely Markovian integrate-and-fire (IF) model, with a noisy slow adaptation term, can generate interspike intervals (ISIs) that appear as having Long-range dependency (LRD). However a proper analysis shows that this is not the case asymptotically. For comparison, we also consider a new model of individual IF neuron with fractional (non-Markovian) noise. The correlations of its spike trains are studied and proven to have LRD, unlike classical IF models."
  • Abstract integrate-and-fire leaky neuron Show Other
  • Richard A, Orio P, Tanré E (2018) Show Other
patricio.orio@uv.cl
fractional noise
Alexandre Richard
False
False
Other categories referring to Perfect Integrate and fire with noisy adaptation or fractional noise (Richard et al 2018)
Revisions: 12
Last Time: 3/27/2018 8:09:39 PM
Reviewer: Robert A McDougal
Owner: Patricio Orio