Pith Number

pith:2736YXSA

pith:2024:2736YXSALOSDVMRE3YVEOLP33R

not attested not anchored not stored refs pending

Exploring the Relationship: Transformative Adaptive Activation Functions in Comparison to Other Activation Functions

Vladim\'ir Kunc

arxiv:2402.09249 v1 · 2024-02-14 · 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{2736YXSALOSDVMRE3YVEOLP33R}

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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.

Cited by

1 paper in Pith

Automatic Contouring of Spinal Vertebrae on X-Ray using a Novel Sandwich U-Net Architecture

Receipt and verification

First computed	2026-07-05T07:45:10.638537Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7f7ec5e405ba43ab224de2a472dfbdc549afdfda946d5ce06cfb5c1e9fc67a1

Aliases

arxiv: 2402.09249 · arxiv_version: 2402.09249v1 · doi: 10.48550/arxiv.2402.09249 · pith_short_12: 2736YXSALOSD · pith_short_16: 2736YXSALOSDVMRE · pith_short_8: 2736YXSA

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/2736YXSALOSDVMRE3YVEOLP33R \
  | 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: d7f7ec5e405ba43ab224de2a472dfbdc549afdfda946d5ce06cfb5c1e9fc67a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d0262954022b27bce49963862779081d0babb57a358fc8326f339732fecb19f",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-14T15:37:58Z",
    "title_canon_sha256": "5575836852fe29b2ca9b3920d452684ea00fa7eb71ee6e45ab5b9d3d3ba4adb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09249",
    "kind": "arxiv",
    "version": 1
  }
}