|
| << vorige | volgende >> |
Tijdschrift beschrijving
Alle jaargangen van het bijbehorende tijdschrift
Alle afleveringen van het bijbehorende jaargang
Alle artikelen van de bijbehorende aflevering
Details van artikel 23 van 67 gevonden artikelen
| Titel: |
First-firing statistics of a neuron bombarded by additive coloured noise: stochastic averaging method |
| Auteur: |
Wu, Yongjun Fang, Wang Peng, Jianhua Luo, Ming |
| Verschenen in: |
International journal of computer mathematics |
| Paginering: | Jaargang 85 (2008) nr. 6 pagina's 937-947 |
| Jaar: |
2008-06 |
| Inhoud: |
The stochastic averaging method is used to evaluate the first-firing statistics of a neuron bombarded by additive coloured noise. The mathematical formulation of the first-firing statistics is established, and the first-firing probability, the probability density function of the first-firing time, and the mean first-firing time are obtained numerically. The two best-known examples of the formal spiking neuron model, a perfect integrate-and-fire neuron model and a quadratic integrate-and-fire neuron model are studied to show the application of the proposed method. All numerical results have been verified by Monte Carlo simulation. Their validity encourages further studies of other abstract neuronal models. |
| Uitgever: |
Taylor & Francis |
| Bronbestand: |
Elektronische Wetenschappelijke Tijdschriften |
Details van artikel 23 van 67 gevonden artikelen
| << vorige | volgende >> |