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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| 格式: | Article |
| 語言: | English |
| 出版: |
2022
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| 在線閱讀: | https://hdl.handle.net/10356/161517 |
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| 機構: | Nanyang Technological University |
| 語言: | English |