Pith Number

pith:3TGXKS45

pith:2019:3TGXKS45WZ2VHLJ2662S5VOPO6

not attested not anchored not stored refs pending

Properties of the geometry of solutions and capacity of multi-layer neural networks with Rectified Linear Units activations

Carlo Baldassi, Enrico M. Malatesta, Riccardo Zecchina

arxiv:1907.07578 v6 · 2019-07-17 · cond-mat.dis-nn · 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{3TGXKS45WZ2VHLJ2662S5VOPO6}

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	2026-07-05T08:14:46.713304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dccd754b9db67553ad3af7b52ed5cf77a75a740d706405896b6e19d84f2e0a70

Aliases

arxiv: 1907.07578 · arxiv_version: 1907.07578v6 · doi: 10.48550/arxiv.1907.07578 · pith_short_12: 3TGXKS45WZ2V · pith_short_16: 3TGXKS45WZ2VHLJ2 · pith_short_8: 3TGXKS45

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/3TGXKS45WZ2VHLJ2662S5VOPO6 \
  | 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: dccd754b9db67553ad3af7b52ed5cf77a75a740d706405896b6e19d84f2e0a70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53e956a51c441ee2a08ae9956f93083204bb8fb64dc303b6f1332eb0fa3b3d15",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2019-07-17T15:23:17Z",
    "title_canon_sha256": "9d40f32baa8abb64338649fc8336c8fd2a29bd637550a2f0971e03fbe90bffcf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.07578",
    "kind": "arxiv",
    "version": 6
  }
}