{
  "annotation_id": "00dde5c4-59bc-4eb2-a2e8-351c8102019d",
  "date_created": "2026-03-02T18:01:35.141000Z",
  "date_modified": "2026-03-02T18:01:35.141000Z",
  "file_hash": "00e414b43825474fa5a6208303700f78136cd80776cff0647196f188b70b6cc4",
  "private": false,
  "record": {
    "abstract": "We present a new interpretation for encoding information of the period of\ninput signals into spike-trains in individual sensory neuronal systems. The\nspike-train could be described as the waveform sample of the input signal which\nlocks sample points to wave crests with randomness. Based on simulations of the\nHodgkin-Huxley (HH) neuron responding to periodic inputs, we demonstrate that\nthe random sampling is a proper encoding method in medium frequency region\nsince power spectra of the reconstructed spike-trains are identical to that of\nneural signals.",
    "arxiv_id": "q-bio/0601007",
    "authors": [
      "Sheng-Jun Wang",
      "Xin-Jian Xu",
      "Ying-Hai Wang"
    ],
    "categories": [
      "q-bio.NC"
    ],
    "title": "Waveform sample method of excitable sensory neuron",
    "url": "https://arxiv.org/abs/q-bio/0601007"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "f56918da-9f7d-40e1-ba00-7e457e29a317",
    "id": "arXiv Dataset IDs",
    "type": "Model",
    "variant": "snapshot-2026-03-01",
    "version": "0.1.0"
  },
  "user_id": 1000002
}