Pith Number

pith:DXU2NB46

pith:2021:DXU2NB46ELIOSEUWBQDKJ3VI45

not attested not anchored not stored refs pending

The Future is Log-Gaussian: ResNets and Their Infinite-Depth-and-Width Limit at Initialization

Daniel M. Roy, Mihai Nica, Mufan Bill Li

arxiv:2106.04013 v2 · 2021-06-07 · stat.ML · 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{DXU2NB46ELIOSEUWBQDKJ3VI45}

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	2026-07-05T03:26:35.049400Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1de9a6879e22d0e912960c06a4eea8e778b286ab7b979f043c35e9e6771d9cac

Aliases

arxiv: 2106.04013 · arxiv_version: 2106.04013v2 · doi: 10.48550/arxiv.2106.04013 · pith_short_12: DXU2NB46ELIO · pith_short_16: DXU2NB46ELIOSEUW · pith_short_8: DXU2NB46

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/DXU2NB46ELIOSEUWBQDKJ3VI45 \
  | 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: 1de9a6879e22d0e912960c06a4eea8e778b286ab7b979f043c35e9e6771d9cac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b220c1a77f54473454debf68f383f47cca6517802df65c1f8a405b01a7bc2b92",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-06-07T23:47:37Z",
    "title_canon_sha256": "efea4cad2c043cb2dcaa7cd5de764a66adb549e42c3e8f45cdaaf5cac34ff7e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.04013",
    "kind": "arxiv",
    "version": 2
  }
}