{
  "annotation_id": "4ef339c3-f296-4c11-901d-3def97786b67",
  "date_created": "2026-03-02T18:00:36.443000Z",
  "date_modified": "2026-03-02T18:00:36.443000Z",
  "file_hash": "3e261fc7ecee1ea7415b08ab35f159706c4fd4259c11d104a731f7fd138b872f",
  "private": false,
  "record": {
    "abstract": "The mutual information between a set of stimuli and the elicited neural\nresponses is compared to the corresponding decoded information. The decoding\nprocedure is presented as an artificial distortion of the joint probabilities\nbetween stimuli and responses. The information loss is quantified. Whenever the\nprobabilities are only slightly distorted, the information loss is shown to be\nquadratic in the distortion",
    "arxiv_id": "physics/0110074",
    "authors": [
      "Ines Samengo"
    ],
    "categories": [
      "physics.bio-ph",
      "cond-mat.dis-nn",
      "physics.data-an",
      "q-bio.QM"
    ],
    "title": "Information loss in an optimal maximum likelihood decoding",
    "url": "https://arxiv.org/abs/physics/0110074"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "d8f24924-c39e-4fff-b8cf-cfbb873675b5",
    "id": "arXiv Dataset IDs",
    "type": "Model",
    "variant": "snapshot-2026-03-01",
    "version": "0.1.0"
  },
  "user_id": 1000002
}