Pith Number

pith:QSKHCSL6

pith:2025:QSKHCSL63ZPLVLA75Y2OVEPVUY

not attested not anchored not stored refs pending

Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition Data

S. Muhammad Hossein Mousavi

arxiv:2501.16353 v1 · 2025-01-19 · cs.NE · cs.AI · 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{QSKHCSL63ZPLVLA75Y2OVEPVUY}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Generative Learning as a Tool to Improve Perception of Emotional Body Motion Expressions

Receipt and verification

First computed	2026-07-05T10:06:33.164358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

849471497ede5ebaac1fee34ea91f5a61504889ba8cc029ee9644dcb01ebe44a

Aliases

arxiv: 2501.16353 · arxiv_version: 2501.16353v1 · doi: 10.48550/arxiv.2501.16353 · pith_short_12: QSKHCSL63ZPL · pith_short_16: QSKHCSL63ZPLVLA7 · pith_short_8: QSKHCSL6

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/QSKHCSL63ZPLVLA75Y2OVEPVUY \
  | 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: 849471497ede5ebaac1fee34ea91f5a61504889ba8cc029ee9644dcb01ebe44a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3acc8105a3a1944ee8256e2b82655870235befc7a19afed40ef0b23b49d6ec6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2025-01-19T15:34:05Z",
    "title_canon_sha256": "653bafe0b2ab8f6921d49fe70916a42824f7e897d711f2f8c01340ffa4b7a376"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16353",
    "kind": "arxiv",
    "version": 1
  }
}