{
  "annotation_id": "cc257fd3-3451-4221-93e9-b166adcbfbf2",
  "date_created": "2026-03-02T18:01:31.535000Z",
  "date_modified": "2026-03-02T18:01:31.535000Z",
  "file_hash": "90040226f18e9fdac003c14c3a46c8717ad2c544d48b0aa10265650c9f564527",
  "private": false,
  "record": {
    "abstract": "The structure of a genetic network is uncovered by studying its response to\nexternal stimuli (input signals). We present a theory of propagation of an\ninput signal through a linear stochastic genetic network. It is found that\nthere are important advantages in using oscillatory signals over step or\nimpulse signals, and that the system may enter into a pure fluctuation\nresonance for a specific input frequency.",
    "arxiv_id": "q-bio/0502033",
    "authors": [
      "Ovidiu Lipan",
      "Wing H. Wong"
    ],
    "categories": [
      "q-bio.MN"
    ],
    "doi": "10.1073/pnas.0403790102",
    "title": "The use of oscillatory signals in the study of genetic networks",
    "url": "https://arxiv.org/abs/q-bio/0502033"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "142c25c5-5e76-493a-a859-8c8f066a3c7a",
    "id": "arXiv Dataset IDs",
    "type": "Model",
    "variant": "snapshot-2026-03-01",
    "version": "0.1.0"
  },
  "user_id": 1000002
}