Pith Number

pith:JDNS7N6Z

pith:2024:JDNS7N6ZGHBJXTPHGKGUDBVCX4

not attested not anchored not stored refs pending

Hybrid variable spiking graph neural networks for energy-efficient scientific machine learning

Isha Jain, Shailesh Garg, Shaurya Shriyam, Souvik Chakraborty

arxiv:2412.09379 v1 · 2024-12-12 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JDNS7N6ZGHBJXTPHGKGUDBVCX4}

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.

Receipt and verification

First computed	2026-07-05T09:48:23.831201Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48db2fb7d931c29bcde7328d4186a2bf035070eb3334cf8f28c7e9e081b54fb0

Aliases

arxiv: 2412.09379 · arxiv_version: 2412.09379v1 · doi: 10.48550/arxiv.2412.09379 · pith_short_12: JDNS7N6ZGHBJ · pith_short_16: JDNS7N6ZGHBJXTPH · pith_short_8: JDNS7N6Z

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/JDNS7N6ZGHBJXTPHGKGUDBVCX4 \
  | 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: 48db2fb7d931c29bcde7328d4186a2bf035070eb3334cf8f28c7e9e081b54fb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80d3c1cd8437de75e9978e1068fdd2193ea63d320298f7b20663864f6d89208d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-12T15:47:17Z",
    "title_canon_sha256": "ef84965d4bb990b5498ba1c23bab834bd85b689f539529964c41c88ab4650212"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09379",
    "kind": "arxiv",
    "version": 1
  }
}