Pith Number

pith:SCF6RKQF

pith:2018:SCF6RKQFYAKGLA5UJIT2LBRDD2

not attested not anchored not stored refs pending

DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal

Alexandre Gramfort, Emmanuel Mignot, Pierrick J. Arnal, Stanislas Chambon, Valentin Thorey

arxiv:1812.04079 v1 · 2018-12-07 · eess.SP · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{SCF6RKQFYAKGLA5UJIT2LBRDD2}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

AI vs Humans for the diagnosis of sleep apnea

Receipt and verification

First computed	2026-05-17T23:58:43.007057Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

908be8aa05c0146583b44a27a586231e97f0aa10af8ca1c6ed937467b5db43b8

Aliases

arxiv: 1812.04079 · arxiv_version: 1812.04079v1 · doi: 10.48550/arxiv.1812.04079 · pith_short_12: SCF6RKQFYAKG · pith_short_16: SCF6RKQFYAKGLA5U · pith_short_8: SCF6RKQF

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/SCF6RKQFYAKGLA5UJIT2LBRDD2 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 908be8aa05c0146583b44a27a586231e97f0aa10af8ca1c6ed937467b5db43b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe6e4fbdc2214accab6af571ad9e1dc4fa568ad8a8628595f02dfa6b0f02c2ee",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2018-12-07T12:14:08Z",
    "title_canon_sha256": "e283a173f191c64eccb57716a197c4fd0b24b06b459ba229e9f4f2f94192717b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.04079",
    "kind": "arxiv",
    "version": 1
  }
}