Nonstationary shot noise modeling of neuron membrane potentials by closed-form moments and Gram-Charlier expansions
We present exact analytical expressions of moments of all orders for neuronal membrane potentials in the multiplicative nonstationary Poisson shot noise model. As an application, we derive closed-form Gram-Charlier density expansions that show how the probability density functions of potentials in s...
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| Format: | Article |
| Language: | English |
| Published: |
2022
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| Online Access: | https://hdl.handle.net/10356/161517 |
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| Institution: | Nanyang Technological University |
| Language: | English |