Pith Number

pith:XK3K7MIF

pith:2016:XK3K7MIFFS2BMGTZVDTNTRYWIW

not attested not anchored not stored refs pending

Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity

Amit Daniely, Roy Frostig, Yoram Singer

arxiv:1602.05897 v2 · 2016-02-18 · cs.LG · cs.AI · cs.CC · cs.DS · 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{XK3K7MIFFS2BMGTZVDTNTRYWIW}

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	2026-05-18T00:44:09.802658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bab6afb1052cb4161a79a8e6d9c71645b556d5be6b0c8104169f6d2192cf54e5

Aliases

arxiv: 1602.05897 · arxiv_version: 1602.05897v2 · doi: 10.48550/arxiv.1602.05897 · pith_short_12: XK3K7MIFFS2B · pith_short_16: XK3K7MIFFS2BMGTZ · pith_short_8: XK3K7MIF

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/XK3K7MIFFS2BMGTZVDTNTRYWIW \
  | 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: bab6afb1052cb4161a79a8e6d9c71645b556d5be6b0c8104169f6d2192cf54e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6564a70b3d0b284f8c59951b5cbc360a0ee8800daf53c277884508e2f1862519",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CC",
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-02-18T18:14:19Z",
    "title_canon_sha256": "7a9631b788bfa0d2a820851e474888babf2869dca9ba1ab920d685a186884ef1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1602.05897",
    "kind": "arxiv",
    "version": 2
  }
}