dorsal/arxiv
View SchemaStochastic resonance in a model neuron with reset
| Authors | Hans E. Plesser, Shigeru Tanaka |
|---|---|
| Categories | |
| ArXiv ID | physics/9611014 |
| URL | https://arxiv.org/abs/physics/9611014 |
| DOI | 10.1016/S0375-9601(96)00878-X |
| Journal | Physics Letters A 225 (1997) 228-234 |
Abstract
The response of a noisy integrate-and-fire neuron with reset to periodic input is investigated. We numerically obtain the first-passage-time density of the pertaining Ornstein-Uhlenbeck process and show how the power spectral density of the resulting spike train can be determined via Fourier transform. The neuron's output clearly exhibits stochastic resonance.
{
"annotation_id": "4eba208d-a22b-48a0-aa9f-8650d4ce75ae",
"date_created": "2026-03-02T18:01:18.576000Z",
"date_modified": "2026-03-02T18:01:18.576000Z",
"file_hash": "cdad2c19b63652a760a442842dfec71f7e0709841f9d948a0d91bbc24f872773",
"private": false,
"record": {
"abstract": "The response of a noisy integrate-and-fire neuron with reset to periodic\ninput is investigated. We numerically obtain the first-passage-time density of\nthe pertaining Ornstein-Uhlenbeck process and show how the power spectral\ndensity of the resulting spike train can be determined via Fourier transform.\nThe neuron\u0027s output clearly exhibits stochastic resonance.",
"arxiv_id": "physics/9611014",
"authors": [
"Hans E. Plesser",
"Shigeru Tanaka"
],
"categories": [
"physics.bio-ph",
"q-bio"
],
"doi": "10.1016/S0375-9601(96)00878-X",
"journal_ref": "Physics Letters A 225 (1997) 228-234",
"title": "Stochastic resonance in a model neuron with reset",
"url": "https://arxiv.org/abs/physics/9611014"
},
"schema_id": "dorsal/arxiv",
"source": {
"execution_id": "4b0727a8-385e-4d79-9438-9e983c4b02ec",
"id": "arXiv Dataset IDs",
"type": "Model",
"variant": "snapshot-2026-03-01",
"version": "0.1.0"
},
"user_id": 1000002
}