Pith Number

pith:HSRVAFOK

pith:2025:HSRVAFOKG5VZF4LKQLISO5MEXQ

not attested not anchored not stored refs pending

Training of Spiking Neural Networks with Expectation-Propagation

Dan Yao, Steve McLaughlin, Yoann Altmann

arxiv:2506.23757 v1 · 2025-06-30 · cs.LG · stat.ME · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HSRVAFOKG5VZF4LKQLISO5MEXQ}

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	2026-07-05T11:29:27.563952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ca35015ca376b92f16a82d1277584bc3a587e23d4e5921f5cefa9105f21d956

Aliases

arxiv: 2506.23757 · arxiv_version: 2506.23757v1 · doi: 10.48550/arxiv.2506.23757 · pith_short_12: HSRVAFOKG5VZ · pith_short_16: HSRVAFOKG5VZF4LK · pith_short_8: HSRVAFOK

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/HSRVAFOKG5VZF4LKQLISO5MEXQ \
  | 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: 3ca35015ca376b92f16a82d1277584bc3a587e23d4e5921f5cefa9105f21d956

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b18d25d2b580aaf17a12a2d6b16d3e12dee70742dfd751f7a86b6b8ea01b89e",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-30T11:59:56Z",
    "title_canon_sha256": "b43694fd08f380b95a893fab520857b5e708952fb7effc78ac7ae772cc6c811e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23757",
    "kind": "arxiv",
    "version": 1
  }
}