Pith Number

pith:YX2LWFP5

pith:2021:YX2LWFP5BOIL7V35BHKDEOQJ64

not attested not anchored not stored refs pending

GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition

Sheng-hua Zhong, Yan Liu, Zhi Zhang

arxiv:2109.03124 v2 · 2021-09-07 · cs.LG · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YX2LWFP5BOIL7V35BHKDEOQJ64}

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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

Protecting Intellectual Property of EEG-based Neural Networks with Watermarking

Receipt and verification

First computed	2026-07-05T03:12:29.001341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5f4bb15fd0b90bfd77d09d4323a09f70c2d5bd61d3207cf95d726cd89cd8f51

Aliases

arxiv: 2109.03124 · arxiv_version: 2109.03124v2 · doi: 10.48550/arxiv.2109.03124 · pith_short_12: YX2LWFP5BOIL · pith_short_16: YX2LWFP5BOIL7V35 · pith_short_8: YX2LWFP5

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/YX2LWFP5BOIL7V35BHKDEOQJ64 \
  | 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: c5f4bb15fd0b90bfd77d09d4323a09f70c2d5bd61d3207cf95d726cd89cd8f51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbfb6b6e4a1dbdaedc8f7b0552b7f0e71842881254cabe702fbba3e1e22d8b83",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-07T14:42:55Z",
    "title_canon_sha256": "89db78446d558b7107d6c6ed13ba2288f70ff922d66c83a6f7a132ac5fa7e3ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.03124",
    "kind": "arxiv",
    "version": 2
  }
}