Pith Number

pith:AXSJKPTZ

pith:2022:AXSJKPTZGDEI7OAHM7ACS3DXL4

not attested not anchored not stored refs pending

Rethinking skip connection model as a learnable Markov chain

Dengsheng Chen, Enhua Wu, Jie Hu, Wenwen Qiang, Xiaoming Wei

arxiv:2209.15278 v3 · 2022-09-30 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AXSJKPTZGDEI7OAHM7ACS3DXL4}

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	2026-07-05T05:47:17.795285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05e4953e7930c88fb80767c0296c775f2343932144e67e8b6b23f0e30d5ec5d8

Aliases

arxiv: 2209.15278 · arxiv_version: 2209.15278v3 · doi: 10.48550/arxiv.2209.15278 · pith_short_12: AXSJKPTZGDEI · pith_short_16: AXSJKPTZGDEI7OAH · pith_short_8: AXSJKPTZ

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/AXSJKPTZGDEI7OAHM7ACS3DXL4 \
  | 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: 05e4953e7930c88fb80767c0296c775f2343932144e67e8b6b23f0e30d5ec5d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c17882b550de96f7a380d42ef8c0fdcaa9e42fc25cd61a6cde6495b26482cc9a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-30T07:31:49Z",
    "title_canon_sha256": "388c276496a2c9ec401f9778550045435ed54cd56b416d603a980676a670631c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.15278",
    "kind": "arxiv",
    "version": 3
  }
}