Pith Number

pith:OWJNMWGG

pith:2026:OWJNMWGGTFH4BHTCFTHDEUY4E5

not attested not anchored not stored refs pending

Neuronal Stochastic Attention Circuit (NSAC) for Probabilistic Representation Learning

Waleed Razzaq, Yun-Bo Zhao

arxiv:2605.26061 v1 · 2026-05-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OWJNMWGGTFH4BHTCFTHDEUY4E5}

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	2026-05-26T02:05:25.319627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7592d658c6994fc09e622cce32531c27784ab4f4b32bb3b237f5f079f9c497cb

Aliases

arxiv: 2605.26061 · arxiv_version: 2605.26061v1 · doi: 10.48550/arxiv.2605.26061 · pith_short_12: OWJNMWGGTFH4 · pith_short_16: OWJNMWGGTFH4BHTC · pith_short_8: OWJNMWGG

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/OWJNMWGGTFH4BHTCFTHDEUY4E5 \
  | 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: 7592d658c6994fc09e622cce32531c27784ab4f4b32bb3b237f5f079f9c497cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8091b40a1ebd50e2ff21f15ae8064685e45d7a6bc015a86e013f0514d8333ff4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-25T17:19:14Z",
    "title_canon_sha256": "4d8df727a3258e94bc8c5dab03054b92d685091aa208f87927b5bfe5c1d06104"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26061",
    "kind": "arxiv",
    "version": 1
  }
}