Pith Number

pith:S6NPYRAR

pith:2024:S6NPYRARRBKLL2JAEAQY5IOLIA

not attested not anchored not stored refs pending

Advancing Neural Network Performance through Emergence-Promoting Initialization Scheme

Gabriel A. Silva, Johnny Jingze Li, Vivek Kurien George

arxiv:2407.19044 v3 · 2024-07-26 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S6NPYRARRBKLL2JAEAQY5IOLIA}

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	2026-07-05T09:56:53.233002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

979afc44118854b5e92020218ea1cb4036eab150a83a45fdd79dfc25a8420f01

Aliases

arxiv: 2407.19044 · arxiv_version: 2407.19044v3 · doi: 10.48550/arxiv.2407.19044 · pith_short_12: S6NPYRARRBKL · pith_short_16: S6NPYRARRBKLL2JA · pith_short_8: S6NPYRAR

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/S6NPYRARRBKLL2JAEAQY5IOLIA \
  | 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: 979afc44118854b5e92020218ea1cb4036eab150a83a45fdd79dfc25a8420f01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "012256baeab8a9795f7a6fd4f0d2e6a7f674aea63901d8bc96a24bbb6f76110e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-26T18:56:47Z",
    "title_canon_sha256": "8048a3f9a54c5c400dbd4c659c36c62ab20bb156ebd1a86098d34bd9fbaa8d0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19044",
    "kind": "arxiv",
    "version": 3
  }
}