Pith Number

pith:5BG2NQIV

pith:2023:5BG2NQIVMDBUVCTLI5CCG4C74S

not attested not anchored not stored refs pending

Criticality versus uniformity in deep neural networks

Aleksandar Bukva, Eliot Schwander, Jurriaan de Gier, Kevin T. Grosvenor, Koenraad Schalm, Ro Jefferson

arxiv:2304.04784 v1 · 2023-04-10 · 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{5BG2NQIVMDBUVCTLI5CCG4C74S}

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	2026-07-05T06:00:17.849489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e84da6c11560c34a8a6b474423705fe4802700db01819bb87769d4daf1b16d30

Aliases

arxiv: 2304.04784 · arxiv_version: 2304.04784v1 · doi: 10.48550/arxiv.2304.04784 · pith_short_12: 5BG2NQIVMDBU · pith_short_16: 5BG2NQIVMDBUVCTL · pith_short_8: 5BG2NQIV

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/5BG2NQIVMDBUVCTLI5CCG4C74S \
  | 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: e84da6c11560c34a8a6b474423705fe4802700db01819bb87769d4daf1b16d30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bdf254b6ba2c99c620af66c44d062d9c51eb4b979cc56ffada1469c5c12984e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-10T18:00:00Z",
    "title_canon_sha256": "d657c8fa136e99d25576b0fcd2a7d1c7dd4f83758315498db88f2f91ac8f9550"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.04784",
    "kind": "arxiv",
    "version": 1
  }
}