Pith Number

pith:THA2EQNE

pith:2021:THA2EQNEIQS4AJNTBMD5XYVLI5

not attested not anchored not stored refs pending

Subject-Independent Drowsiness Recognition from Single-Channel EEG with an Interpretable CNN-LSTM model

Jian Cui, Lipo Wang, Olga Sourina, Tianhu Zheng, Wolfgang M\"uller-Wittig, Yisi Liu, Zirui Lan

arxiv:2112.10894 v1 · 2021-11-21 · cs.NE · cs.LG · eess.SP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{THA2EQNEIQS4AJNTBMD5XYVLI5}

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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.

Receipt and verification

First computed	2026-07-05T03:42:27.358034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99c1a241a44425c025b30b07dbe2ab47450917a50e77e94c133609807e1d5818

Aliases

arxiv: 2112.10894 · arxiv_version: 2112.10894v1 · doi: 10.48550/arxiv.2112.10894 · pith_short_12: THA2EQNEIQS4 · pith_short_16: THA2EQNEIQS4AJNT · pith_short_8: THA2EQNE

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/THA2EQNEIQS4AJNTBMD5XYVLI5 \
  | 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: 99c1a241a44425c025b30b07dbe2ab47450917a50e77e94c133609807e1d5818

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00ce640ce46419c52ad05aebe339e757098cee5d9905b872c41ca01871aab280",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2021-11-21T10:37:35Z",
    "title_canon_sha256": "8571e64e2a0743d5a65f87a4175412c142a97b4cea2a7b69ae6467925f44190a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.10894",
    "kind": "arxiv",
    "version": 1
  }
}