Pith Number

pith:IZM7HCHO

pith:2017:IZM7HCHO6MB7EF35LS3RXGJ5F4

not attested not anchored not stored refs pending

Dual Rectified Linear Units (DReLUs): A Replacement for Tanh Activation Functions in Quasi-Recurrent Neural Networks

Fr\'ederic Godin, Jonas Degrave, Joni Dambre, Wesley De Neve

arxiv:1707.08214 v2 · 2017-07-25 · cs.CL · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IZM7HCHO6MB7EF35LS3RXGJ5F4}

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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	2026-05-17T23:52:29.460852Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4659f388eef303f2177d5cb71b993d2f2f05245c440110ef6b95be20f24e40be

Aliases

arxiv: 1707.08214 · arxiv_version: 1707.08214v2 · doi: 10.48550/arxiv.1707.08214 · pith_short_12: IZM7HCHO6MB7 · pith_short_16: IZM7HCHO6MB7EF35 · pith_short_8: IZM7HCHO

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/IZM7HCHO6MB7EF35LS3RXGJ5F4 \
  | 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: 4659f388eef303f2177d5cb71b993d2f2f05245c440110ef6b95be20f24e40be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e018f38bb23f8419dd2218351a0acf9e39beb1aee21d08208f6305ae987be61",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-07-25T20:52:32Z",
    "title_canon_sha256": "5611e980d83f8389a3b45d0ab06e1bb244b3f672dc2d141c713b0e38a9552401"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.08214",
    "kind": "arxiv",
    "version": 2
  }
}