Pith Number

pith:EWBLVFT5

pith:2018:EWBLVFT5YHCTXLZEMWGHMXHWRH

not attested not anchored not stored refs pending

Breaking the Activation Function Bottleneck through Adaptive Parameterization

Hujun Yin, John Keane, Mark Elliot, Sebastian Flennerhag

arxiv:1805.08574 v4 · 2018-05-22 · cs.LG · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EWBLVFT5YHCTXLZEMWGHMXHWRH}

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	2026-05-18T00:00:08.550535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2582ba967dc1c53baf24658c765cf689c9dc427f39f20e6a9aa5ae25aa16acbf

Aliases

arxiv: 1805.08574 · arxiv_version: 1805.08574v4 · doi: 10.48550/arxiv.1805.08574 · pith_short_12: EWBLVFT5YHCT · pith_short_16: EWBLVFT5YHCTXLZE · pith_short_8: EWBLVFT5

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/EWBLVFT5YHCTXLZEMWGHMXHWRH \
  | 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: 2582ba967dc1c53baf24658c765cf689c9dc427f39f20e6a9aa5ae25aa16acbf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fa233b86fb587a2aad245903304c3e222c7bac248de0306c46a1b69645bc26a",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-22T13:35:08Z",
    "title_canon_sha256": "c98860b83109e3a374d0a1d3bff9cf73302d751d227578bd7a4249182a0c04a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.08574",
    "kind": "arxiv",
    "version": 4
  }
}