Pith Number

pith:S7R2B62N

pith:2018:S7R2B62N67MLBSKVRCALV4UFGP

not attested not anchored not stored refs pending

Neuromodulated Learning in Deep Neural Networks

Dennis G Wilson, Herv\'e Luga, Kyle Harrington, Sylvain Cussat-Blanc

arxiv:1812.03365 v1 · 2018-12-05 · cs.NE · cs.LG · 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{S7R2B62N67MLBSKVRCALV4UFGP}

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	2026-05-17T23:58:46.441574Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97e3a0fb4df7d8b0c9558880baf28533e3c553370a999d89ab972b35e623ee47

Aliases

arxiv: 1812.03365 · arxiv_version: 1812.03365v1 · doi: 10.48550/arxiv.1812.03365 · pith_short_12: S7R2B62N67ML · pith_short_16: S7R2B62N67MLBSKV · pith_short_8: S7R2B62N

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/S7R2B62N67MLBSKVRCALV4UFGP \
  | 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: 97e3a0fb4df7d8b0c9558880baf28533e3c553370a999d89ab972b35e623ee47

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51277e76d7a1196e92dae95d4032639e178947f3a37c71b68d7dbbd32a6c882b",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2018-12-05T22:10:34Z",
    "title_canon_sha256": "472824f65f8f14d7ba142eb9315a861fdfd149d66a09116025dbdf88b496a53a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.03365",
    "kind": "arxiv",
    "version": 1
  }
}