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Pith Number

pith:5IWGA7XJ

pith:2016:5IWGA7XJUDYLTRCXBIYBH3JJVC
not attested not anchored not stored refs pending

Path-Normalized Optimization of Recurrent Neural Networks with ReLU Activations

Behnam Neyshabur, Nathan Srebro, Ruslan Salakhutdinov, Yuhuai Wu

arxiv:1605.07154 v1 · 2016-05-23 · cs.LG · cs.NE

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\usepackage{pith}
\pithnumber{5IWGA7XJUDYLTRCXBIYBH3JJVC}

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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 2026-05-18T01:14:09.816828Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ea2c607ee9a0f0b9c4570a3013ed29a8ab8a7e9951620290d5f49af091a64f43

Aliases

arxiv: 1605.07154 · arxiv_version: 1605.07154v1 · doi: 10.48550/arxiv.1605.07154 · pith_short_12: 5IWGA7XJUDYL · pith_short_16: 5IWGA7XJUDYLTRCX · pith_short_8: 5IWGA7XJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5IWGA7XJUDYLTRCXBIYBH3JJVC \
  | 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: ea2c607ee9a0f0b9c4570a3013ed29a8ab8a7e9951620290d5f49af091a64f43
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fd2d0c0f57f0e24c05987d2fc0414e77a886de30084ed3839f1b943c1f36e507",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-05-23T19:40:50Z",
    "title_canon_sha256": "96729a3dd31f52cc22076fb591338857893d072c06a5a329b044ee6d3b2f2a86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1605.07154",
    "kind": "arxiv",
    "version": 1
  }
}