Pith Number

pith:VLLVOT6S

pith:2017:VLLVOT6S6DXWO4BAOACW7WO3UN

not attested not anchored not stored refs pending

Improving Deep Learning by Inverse Square Root Linear Units (ISRLUs)

Akiko Marti, Brad Carlile, Brian Whitney, Guy Delamarter, Paul Kinney

arxiv:1710.09967 v2 · 2017-10-27 · 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{VLLVOT6S6DXWO4BAOACW7WO3UN}

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

1 paper in Pith

Mish: A Self Regularized Non-Monotonic Activation Function

Receipt and verification

First computed	2026-05-18T00:30:54.439883Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aad7574fd2f0ef67702070056fd9dba357591f8d8aa1192b2b3dc93714e81ba4

Aliases

arxiv: 1710.09967 · arxiv_version: 1710.09967v2 · doi: 10.48550/arxiv.1710.09967 · pith_short_12: VLLVOT6S6DXW · pith_short_16: VLLVOT6S6DXWO4BA · pith_short_8: VLLVOT6S

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/VLLVOT6S6DXWO4BAOACW7WO3UN \
  | 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: aad7574fd2f0ef67702070056fd9dba357591f8d8aa1192b2b3dc93714e81ba4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da26dc32ef7de925894bb30b179fce8c32a22f2490afc2d68f58282ed4ecb311",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-10-27T02:01:28Z",
    "title_canon_sha256": "0ba6a56d3e7a57a10e4b324c9998be8af89929aeee3a92bdd621767faa9f757c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.09967",
    "kind": "arxiv",
    "version": 2
  }
}