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Estimation of Neuronal Dynamics of Izhikevich Neuron Models from Spike-Train Data with Particle Markov Chain Monte Carlo Method

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Many neuronal models reproducing electrical activities of neurons have been proposed. Among such neuronal models, the Izhikevich neuron model is known to reproduce various kinds of electrical respo... Click to show full abstract

Many neuronal models reproducing electrical activities of neurons have been proposed. Among such neuronal models, the Izhikevich neuron model is known to reproduce various kinds of electrical respo...

Keywords: models spike; neuron models; neuronal dynamics; dynamics izhikevich; izhikevich neuron; estimation neuronal

Journal Title: Journal of the Physical Society of Japan
Year Published: 2021

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