{
  "annotation_id": "8a034ba5-dd87-45c3-8e54-874d9809db9a",
  "date_created": "2026-03-02T18:00:46.918000Z",
  "date_modified": "2026-03-02T18:00:46.918000Z",
  "file_hash": "f1403d0c93c8fb7b4262f217f4d4f30a1ded47b29b47a5b61706dcd970a1ee4c",
  "private": false,
  "record": {
    "abstract": "In a generic neuron model, we present the linear response theory for the\nfiring rate in response to both time dependent input currents and noise\namplitudes. In both cases the signal transmission is strongly attenuated for\nfrequencies above the stationary firing rate. For high frequencies both the\nmean input and the noise transmission function decay as \\omega^{-2},\nindependent of model details. Our results indicate that previously suggested\nmechanisms for near instantaneous transmission of information are not\nconsistent with the spike generation mechanism of real neurons.",
    "arxiv_id": "physics/0307135",
    "authors": [
      "Bjoern Naundorf",
      "Theo Geisel",
      "Fred Wolf"
    ],
    "categories": [
      "physics.bio-ph",
      "cond-mat.dis-nn",
      "q-bio.NC"
    ],
    "title": "The Intrinsic Time Scale of Transient Neuronal Responses",
    "url": "https://arxiv.org/abs/physics/0307135"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "24086be7-5211-4527-b058-19ac4582797c",
    "id": "arXiv Dataset IDs",
    "type": "Model",
    "variant": "snapshot-2026-03-01",
    "version": "0.1.0"
  },
  "user_id": 1000002
}