Pith Number

pith:DXMQLDFM

pith:2017:DXMQLDFMXPNLTONOPUBH6QPW5K

not attested not anchored not stored refs pending

Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights

Farid Boussaid, Ferdous Sohel, Mohammed Bennamoun, Senjian An

arxiv:1711.05627 v1 · 2017-11-14 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DXMQLDFMXPNLTONOPUBH6QPW5K}

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	2026-05-18T00:30:29.342077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1dd9058cacbbdab9b9ae7d027f41f6eaaf1c7b8040b236c12360853af86a8f15

Aliases

arxiv: 1711.05627 · arxiv_version: 1711.05627v1 · doi: 10.48550/arxiv.1711.05627 · pith_short_12: DXMQLDFMXPNL · pith_short_16: DXMQLDFMXPNLTONO · pith_short_8: DXMQLDFM

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/DXMQLDFMXPNLTONOPUBH6QPW5K \
  | 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: 1dd9058cacbbdab9b9ae7d027f41f6eaaf1c7b8040b236c12360853af86a8f15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15883ec95dec4cc75c86e460b7ac08c943a9918e0bf52d7833578bd994f49067",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-14T10:20:44Z",
    "title_canon_sha256": "6393f4560f44df6fe1ed5a49e5e57f3341870220152adc85ae510cd45cd5cbd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.05627",
    "kind": "arxiv",
    "version": 1
  }
}