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Perfect Integrate and fire with noisy adaptation or fractional noise (Richard et al 2018)
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Patricio Orio
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"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."
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Abstract integrate-and-fire leaky neuron Show
Other
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patricio.orio@uv.cl
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fractional noise
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Alexandre Richard
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