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Reliability of spike timing is a general property of spiking model neurons (2002).
| Content Provider | CiteSeerX |
|---|---|
| Author | Brette, Romain Guigon, Emmanuel |
| Abstract | this article, we show that for a general class of spiking neuron models, which includes, in particular, the leaky integrate-and-#re model (Lapicque, 1907; Knight, 1972) as well as nonlinear spiking models, all three cases can occur if the input current is periodic, while aperiodic currents induce reproducible responses. In addition to numerical simulations, we put forth a theoretical explanation of this property for aperiodic currents that oscillate around threshold. The conditions required for our explanation are not ful#lled by the nonleaky integrate-and-#re model---also called perfect integrator---which is never reliable |
| File Format | |
| Publisher Date | 2002-01-01 |
| Access Restriction | Open |
| Subject Keyword | Spiking Model Neuron Spike Timing General Property Aperiodic Current Neuron Model Numerical Simulation Reproducible Response Perfect Integrator Leaky Integrate-and Re Model Nonleaky Integrate-and Re Model Nonlinear Spiking Model Theoretical Explanation General Class |
| Content Type | Text |
