Pith Number

pith:HHO5H5IV

pith:2021:HHO5H5IV5VZGRRLLBW56MD5YJO

not attested not anchored not stored refs pending

Multi-layer Perceptron Trainability Explained via Variability

Yin Zhang, Yueyao Yu

arxiv:2105.08911 v3 · 2021-05-19 · 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{HHO5H5IV5VZGRRLLBW56MD5YJO}

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.

Cited by

1 paper in Pith

Transforming Chatbot Text: A Sequence-to-Sequence Approach

Receipt and verification

First computed	2026-07-05T06:11:14.869442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39ddd3f515ed7268c56b0dbbe60fb84bab911af34f1b0a3a112cb2663ffb75d5

Aliases

arxiv: 2105.08911 · arxiv_version: 2105.08911v3 · doi: 10.48550/arxiv.2105.08911 · pith_short_12: HHO5H5IV5VZG · pith_short_16: HHO5H5IV5VZGRRLL · pith_short_8: HHO5H5IV

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/HHO5H5IV5VZGRRLLBW56MD5YJO \
  | 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: 39ddd3f515ed7268c56b0dbbe60fb84bab911af34f1b0a3a112cb2663ffb75d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50d9b7c6a286cd7317d04e13cec7f83f04cac7a1125e6f6dc1c29319aaed3434",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-19T03:51:52Z",
    "title_canon_sha256": "743137988e720fc0cf94dd9982eed31d7a859b636ab775680eae23cb8809b5e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.08911",
    "kind": "arxiv",
    "version": 3
  }
}