Pith Number

pith:QRG3KU34

pith:2016:QRG3KU343JBZYAFKYEQQ37H6B7

not attested not anchored not stored refs pending

Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

Aaron Courville, Anirudh Goyal, Chris Pal, David Krueger, J\'anos Kram\'ar, Mohammad Pezeshki, Nan Rosemary Ke, Nicolas Ballas, Tegan Maharaj, Yoshua Bengio

arxiv:1606.01305 v4 · 2016-06-03 · cs.NE · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QRG3KU343JBZYAFKYEQQ37H6B7}

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.

Cited by

3 papers in Pith

A Comprehensive Overview of Large Language Models

Pointer Sentinel Mixture Models

One Step Forward and K Steps Back: Better Reasoning with Denoising Recursion Models

Receipt and verification

First computed	2026-05-18T00:34:31.701837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

844db5537cda439c00aac1210dfcfe0fe8d7fde2c8d8493b7577675f70a9dc86

Aliases

arxiv: 1606.01305 · arxiv_version: 1606.01305v4 · doi: 10.48550/arxiv.1606.01305 · pith_short_12: QRG3KU343JBZ · pith_short_16: QRG3KU343JBZYAFK · pith_short_8: QRG3KU34

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/QRG3KU343JBZYAFKYEQQ37H6B7 \
  | 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: 844db5537cda439c00aac1210dfcfe0fe8d7fde2c8d8493b7577675f70a9dc86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f839453932fbf596735934e78d386c1347e9b6c989406c71f74000bcdaeb0b2",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2016-06-03T23:31:47Z",
    "title_canon_sha256": "e30ccf3104f1f9d765b4625d1b30c7156931491eda2b0ca24bda559be185c580"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.01305",
    "kind": "arxiv",
    "version": 4
  }
}