Pith Number

pith:4D2OHLMU

pith:2017:4D2OHLMU4H4Z2ZGDCJABS7H6HF

not attested not anchored not stored refs pending

Gaussian Process Neurons Learn Stochastic Activation Functions

Marcus Basalla, Patrick van der Smagt, Sebastian Urban

arxiv:1711.11059 v1 · 2017-11-29 · stat.ML · 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{4D2OHLMU4H4Z2ZGDCJABS7H6HF}

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	2026-05-18T00:29:12.604670Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0f4e3ad94e1f99d64c31240197cfe397490b37605f2c68d46c2eb4ce53ad956

Aliases

arxiv: 1711.11059 · arxiv_version: 1711.11059v1 · doi: 10.48550/arxiv.1711.11059 · pith_short_12: 4D2OHLMU4H4Z · pith_short_16: 4D2OHLMU4H4Z2ZGD · pith_short_8: 4D2OHLMU

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/4D2OHLMU4H4Z2ZGDCJABS7H6HF \
  | 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: e0f4e3ad94e1f99d64c31240197cfe397490b37605f2c68d46c2eb4ce53ad956

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be3b062dad8fff09cbb6fc9744a56ec0228b32ac8d1f14fa44c1a43e93987d88",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-11-29T19:09:14Z",
    "title_canon_sha256": "40503c1f41037e0a5332592f6fe62921c965ad44d368e895cada374d570b6c45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.11059",
    "kind": "arxiv",
    "version": 1
  }
}