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Pith Number

pith:55NAF536

pith:2016:55NAF536B2F2UJUUZ2TQYEZ4QM
not attested not anchored not stored refs pending

Stochastic Neural Networks with Monotonic Activation Functions

Barnabas Poczos, Dale Schuurmans, Jeff Schneider, Russell Greiner, Siamak Ravanbakhsh

arxiv:1601.00034 v4 · 2016-01-01 · stat.ML · cs.LG · cs.NE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{55NAF536B2F2UJUUZ2TQYEZ4QM}

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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 2026-05-18T01:10:39.904800Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ef5a02f77e0e8baa2694cea70c133c831164cb9c249fd2770d321fb0d25ea154

Aliases

arxiv: 1601.00034 · arxiv_version: 1601.00034v4 · doi: 10.48550/arxiv.1601.00034 · pith_short_12: 55NAF536B2F2 · pith_short_16: 55NAF536B2F2UJUU · pith_short_8: 55NAF536
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/55NAF536B2F2UJUUZ2TQYEZ4QM \
  | 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: ef5a02f77e0e8baa2694cea70c133c831164cb9c249fd2770d321fb0d25ea154
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a7e198b861d7a649c35041b3c91ca9894817dd12c489b70a77b3103f9f6903c3",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-01-01T00:47:29Z",
    "title_canon_sha256": "eeab7646d11dc1d152f0b82238232c33ddb8e617a2df8a96c1ae4846bacf573e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1601.00034",
    "kind": "arxiv",
    "version": 4
  }
}